diff --git "a/MedVision.py" "b/MedVision.py" new file mode 100644--- /dev/null +++ "b/MedVision.py" @@ -0,0 +1,9115 @@ +import os +import subprocess +import gzip +import json +import zipfile +import importlib +import datasets +from datasets import ( + BuilderConfig, + GeneratorBasedBuilder, + SplitGenerator, + Split, + DatasetInfo, + Features, + Value, + Sequence, +) +from huggingface_hub import snapshot_download + + +if os.environ.get("MedVision_DATA_DIR") is None: + raise ValueError( + "Environment variable MedVision_DATA_DIR must be set to specify download directory" + ) + +logger = datasets.logging.get_logger("MedVision") + +# Set parameters +RAMDOM_SEED = 1024 +SPLIT_TRAIN_RATIO = 0.7 + +_CITATION = """\ +Please cite the paper if you use the MedVision dataset: +- (to be updated) +""" + +_DESCRIPTION = """\ +This is the official release of the MedVision dataset. +""" + +_HOME_PAGE = "https://huggingface.co/datasets/YongchengYAO/MedVision" + +_LICENSE = "CC BY-NC 4.0" + + +class MedVisionConfig(BuilderConfig): + """BuilderConfig for MedVision.""" + + def __init__( + self, + features_dict, + dataset_name, + taskType, + taskID, + imageType, + imageSliceType=None, + split=None, + num_proc=1, + **kwargs, + ): + + # Validate taskType + valid_task_types = [ + "Mask-Size", + "Box-Size", + "Tumor-Lesion-Size", + "Biometrics-From-Landmarks", + "Biometrics-From-Landmarks-Distance", + "Biometrics-From-Landmarks-Angle", + ] + if taskType.lower() not in [t.lower() for t in valid_task_types]: + raise ValueError( + f"\nError: taskType must be one of {valid_task_types}, got {taskType}\n" + ) + + # TaskID starts from 01 + if not taskID.isdigit() or len(taskID) != 2 or int(taskID) < 1: + raise ValueError( + f"\nError: taskID must be a 2-digit string starting from '01', got {taskID}\n" + ) + + # Validate imageType + valid_image_types = ["2D", "3D"] + if imageType.lower() not in [t.lower() for t in valid_image_types]: + raise ValueError( + f"\nError: imageType must be one of {valid_image_types}, got {imageType}\n" + ) + + # Validate imageSliceType + if imageType.lower() == "2d": + valid_slice_types = ["sagittal", "coronal", "axial"] + if not imageSliceType or imageSliceType.lower() not in valid_slice_types: + raise ValueError( + f"\nError: For 2D images, imageSliceType must be one of {valid_slice_types}, got {imageSliceType}\n" + ) + if imageType.lower() == "3d" and imageSliceType is not None: + raise ValueError( + f"\nError: For 3D images, imageSliceType must be None or removed, got {imageSliceType}\n" + ) + + # Validate split + if split is not None: + valid_splits = ["train", "test"] + if split.lower() not in valid_splits: + raise ValueError( + f"\nError: split must be one of {valid_splits}, got {split}\n" + ) + + # Check: 3D images not supported for Mask-Size task + if taskType.lower() == "Mask-Size" and imageType.lower() == "3D": + raise ValueError( + f"\nError: 3D images are not supported for Mask-Size task, got {imageType}\n" + ) + + # Set number of workers for multiprocessing + self.num_proc = num_proc + + super().__init__( + version="1.0.0", **kwargs + ) # dataset version; + self.features_dict = features_dict + self.dataset_name = dataset_name + self.taskType = taskType + self.taskID = taskID + self.imageType = imageType + self.imageSliceType = imageSliceType + self.split = split + + +class MedVision(GeneratorBasedBuilder): + """ + MedVision dataset. + + NOTE: To update the features turned by the load_dataset() method, the followings should be updated: + - the feature dict in this class + - the dict yielded by the _generate_examples() method + """ + + # The feature dict for the task: + # - Mask-Size + features_dict_MaskSize = { + "taskID": Value("string"), + "taskType": Value("string"), + "image_file": Value("string"), + "mask_file": Value("string"), + "slice_dim": Value("uint8"), + "slice_idx": Value("uint16"), + "label": Value("uint16"), + "image_size_2d": Sequence(Value("uint16"), length=2), + "pixel_size": Sequence(Value("float16"), length=2), + "image_size_3d": Sequence(Value("uint16"), length=3), + "voxel_size": Sequence(Value("float16"), length=3), + "pixel_count": Value("uint32"), + "ROI_area": Value("float16"), + } + + # The feature dict for the task: + # - Box-Size + features_dict_BoxSize = { + "taskID": Value("string"), + "taskType": Value("string"), + "image_file": Value("string"), + "mask_file": Value("string"), + "slice_dim": Value("uint8"), + "slice_idx": Value("uint16"), + "label": Value("uint16"), + "image_size_2d": Sequence(Value("uint16"), length=2), + "pixel_size": Sequence(Value("float16"), length=2), + "image_size_3d": Sequence(Value("uint16"), length=3), + "voxel_size": Sequence(Value("float16"), length=3), + "bounding_boxes": Sequence( + { + "min_coords": Sequence(Value("uint16"), length=2), + "max_coords": Sequence(Value("uint16"), length=2), + "center_coords": Sequence(Value("uint16"), length=2), + "dimensions": Sequence(Value("uint16"), length=2), + "sizes": Sequence(Value("float16"), length=2), + }, + ), + } + + features_dict_BiometricsFromLandmarks = { + "taskID": Value("string"), + "taskType": Value("string"), + "image_file": Value("string"), + "landmark_file": Value("string"), + "slice_dim": Value("uint8"), + "slice_idx": Value("uint16"), + "image_size_2d": Sequence(Value("uint16"), length=2), + "pixel_size": Sequence(Value("float16"), length=2), + "image_size_3d": Sequence(Value("uint16"), length=3), + "voxel_size": Sequence(Value("float16"), length=3), + "biometric_profile": { + "metric_type": Value("string"), + "metric_map_name": Value("string"), + "metric_key": Value("string"), + "metric_value": Value("float16"), + "metric_unit": Value("string"), + "slice_dim": Value("uint8"), + }, + } + + features_dict_TumorLesionSize = { + "taskID": Value("string"), + "taskType": Value("string"), + "image_file": Value("string"), + "landmark_file": Value("string"), + "mask_file": Value("string"), + "slice_dim": Value("uint8"), + "slice_idx": Value("uint16"), + "label": Value("uint16"), + "image_size_2d": Sequence(Value("uint16"), length=2), + "pixel_size": Sequence(Value("float16"), length=2), + "image_size_3d": Sequence(Value("uint16"), length=3), + "voxel_size": Sequence(Value("float16"), length=3), + "biometric_profile": Sequence( + { + "metric_type": Value("string"), + "metric_map_name": Value("string"), + "metric_key_major_axis": Value("string"), + "metric_value_major_axis": Value("float16"), + "metric_key_minor_axis": Value("string"), + "metric_value_minor_axis": Value("float16"), + "metric_unit": Value("string"), + }, + ), + } + + BUILDER_CONFIGS = [ + # AbdomenAtlas1.0Mini:Mask-Size:Task01 + MedVisionConfig( + name="AbdomenAtlas1.0Mini_MaskSize_Task01_Sagittal_Train", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="AbdomenAtlas1.0Mini_MaskSize_Task01_Sagittal_Test", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="AbdomenAtlas1.0Mini_MaskSize_Task01_Coronal_Train", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="AbdomenAtlas1.0Mini_MaskSize_Task01_Coronal_Test", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="AbdomenAtlas1.0Mini_MaskSize_Task01_Axial_Train", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="AbdomenAtlas1.0Mini_MaskSize_Task01_Axial_Test", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # AbdomenAtlas1.0Mini:Box-Size:Task01 + MedVisionConfig( + name="AbdomenAtlas1.0Mini_BoxSize_Task01_Sagittal_Train", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="AbdomenAtlas1.0Mini_BoxSize_Task01_Sagittal_Test", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="AbdomenAtlas1.0Mini_BoxSize_Task01_Coronal_Train", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="AbdomenAtlas1.0Mini_BoxSize_Task01_Coronal_Test", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="AbdomenAtlas1.0Mini_BoxSize_Task01_Axial_Train", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="AbdomenAtlas1.0Mini_BoxSize_Task01_Axial_Test", + dataset_name="AbdomenAtlas1.0Mini", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # AbdomenCT-1K:Mask-Size:Task01 + MedVisionConfig( + name="AbdomenCT-1K_MaskSize_Task01_Sagittal_Train", + dataset_name="AbdomenCT-1K", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="AbdomenCT-1K_MaskSize_Task01_Sagittal_Test", + dataset_name="AbdomenCT-1K", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="AbdomenCT-1K_MaskSize_Task01_Coronal_Train", + dataset_name="AbdomenCT-1K", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="AbdomenCT-1K_MaskSize_Task01_Coronal_Test", + dataset_name="AbdomenCT-1K", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="AbdomenCT-1K_MaskSize_Task01_Axial_Train", + dataset_name="AbdomenCT-1K", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="AbdomenCT-1K_MaskSize_Task01_Axial_Test", + dataset_name="AbdomenCT-1K", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # AbdomenCT-1K:Box-Size:Task01 + MedVisionConfig( + name="AbdomenCT-1K_BoxSize_Task01_Sagittal_Train", + dataset_name="AbdomenCT-1K", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="AbdomenCT-1K_BoxSize_Task01_Sagittal_Test", + dataset_name="AbdomenCT-1K", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="AbdomenCT-1K_BoxSize_Task01_Coronal_Train", + dataset_name="AbdomenCT-1K", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="AbdomenCT-1K_BoxSize_Task01_Coronal_Test", + dataset_name="AbdomenCT-1K", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="AbdomenCT-1K_BoxSize_Task01_Axial_Train", + dataset_name="AbdomenCT-1K", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="AbdomenCT-1K_BoxSize_Task01_Axial_Test", + dataset_name="AbdomenCT-1K", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # ACDC:Mask-Size:Task01 + MedVisionConfig( + name="ACDC_MaskSize_Task01_Sagittal_Train", + dataset_name="ACDC", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="ACDC_MaskSize_Task01_Sagittal_Test", + dataset_name="ACDC", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="ACDC_MaskSize_Task01_Coronal_Train", + dataset_name="ACDC", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="ACDC_MaskSize_Task01_Coronal_Test", + dataset_name="ACDC", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="ACDC_MaskSize_Task01_Axial_Train", + dataset_name="ACDC", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="ACDC_MaskSize_Task01_Axial_Test", + dataset_name="ACDC", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # ACDC:Box-Size:Task01 + MedVisionConfig( + name="ACDC_BoxSize_Task01_Sagittal_Train", + dataset_name="ACDC", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="ACDC_BoxSize_Task01_Sagittal_Test", + dataset_name="ACDC", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="ACDC_BoxSize_Task01_Coronal_Train", + dataset_name="ACDC", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="ACDC_BoxSize_Task01_Coronal_Test", + dataset_name="ACDC", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="ACDC_BoxSize_Task01_Axial_Train", + dataset_name="ACDC", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="ACDC_BoxSize_Task01_Axial_Test", + dataset_name="ACDC", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # AMOS22:Mask-Size:Task01 + MedVisionConfig( + name="AMOS22_MaskSize_Task01_Sagittal_Train", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="AMOS22_MaskSize_Task01_Sagittal_Test", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="AMOS22_MaskSize_Task01_Coronal_Train", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="AMOS22_MaskSize_Task01_Coronal_Test", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="AMOS22_MaskSize_Task01_Axial_Train", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="AMOS22_MaskSize_Task01_Axial_Test", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # AMOS22:Mask-Size:Task02 + MedVisionConfig( + name="AMOS22_MaskSize_Task02_Sagittal_Train", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="AMOS22_MaskSize_Task02_Sagittal_Test", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="AMOS22_MaskSize_Task02_Coronal_Train", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="AMOS22_MaskSize_Task02_Coronal_Test", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="AMOS22_MaskSize_Task02_Axial_Train", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="AMOS22_MaskSize_Task02_Axial_Test", + dataset_name="AMOS22", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # AMOS22:Box-Size:Task01 + MedVisionConfig( + name="AMOS22_BoxSize_Task01_Sagittal_Train", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="AMOS22_BoxSize_Task01_Sagittal_Test", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="AMOS22_BoxSize_Task01_Coronal_Train", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="AMOS22_BoxSize_Task01_Coronal_Test", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="AMOS22_BoxSize_Task01_Axial_Train", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="AMOS22_BoxSize_Task01_Axial_Test", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # AMOS22:Box-Size:Task02 + MedVisionConfig( + name="AMOS22_BoxSize_Task02_Sagittal_Train", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="AMOS22_BoxSize_Task02_Sagittal_Test", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="AMOS22_BoxSize_Task02_Coronal_Train", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="AMOS22_BoxSize_Task02_Coronal_Test", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="AMOS22_BoxSize_Task02_Axial_Train", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="AMOS22_BoxSize_Task02_Axial_Test", + dataset_name="AMOS22", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # autoPET-III:Mask-Size:Task01 + MedVisionConfig( + name="autoPET-III_MaskSize_Task01_Sagittal_Train", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="autoPET-III_MaskSize_Task01_Sagittal_Test", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="autoPET-III_MaskSize_Task01_Coronal_Train", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="autoPET-III_MaskSize_Task01_Coronal_Test", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="autoPET-III_MaskSize_Task01_Axial_Train", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="autoPET-III_MaskSize_Task01_Axial_Test", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # autoPET-III:Mask-Size:Task02 + MedVisionConfig( + name="autoPET-III_MaskSize_Task02_Sagittal_Train", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="autoPET-III_MaskSize_Task02_Sagittal_Test", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="autoPET-III_MaskSize_Task02_Coronal_Train", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="autoPET-III_MaskSize_Task02_Coronal_Test", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="autoPET-III_MaskSize_Task02_Axial_Train", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="autoPET-III_MaskSize_Task02_Axial_Test", + dataset_name="autoPET-III", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # autoPET-III:Box-Size:Task01 + MedVisionConfig( + name="autoPET-III_BoxSize_Task01_Sagittal_Train", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="autoPET-III_BoxSize_Task01_Sagittal_Test", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="autoPET-III_BoxSize_Task01_Coronal_Train", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="autoPET-III_BoxSize_Task01_Coronal_Test", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="autoPET-III_BoxSize_Task01_Axial_Train", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="autoPET-III_BoxSize_Task01_Axial_Test", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # autoPET-III:Box-Size:Task02 + MedVisionConfig( + name="autoPET-III_BoxSize_Task02_Sagittal_Train", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="autoPET-III_BoxSize_Task02_Sagittal_Test", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="autoPET-III_BoxSize_Task02_Coronal_Train", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="autoPET-III_BoxSize_Task02_Coronal_Test", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="autoPET-III_BoxSize_Task02_Axial_Train", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="autoPET-III_BoxSize_Task02_Axial_Test", + dataset_name="autoPET-III", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # autoPET-III:Tumor-Lesion-Size:Task01 + MedVisionConfig( + name="autoPET-III_TumorLesionSize_Task01_Sagittal_Train", + dataset_name="autoPET-III", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="autoPET-III_TumorLesionSize_Task01_Sagittal_Test", + dataset_name="autoPET-III", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="autoPET-III_TumorLesionSize_Task01_Coronal_Train", + dataset_name="autoPET-III", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="autoPET-III_TumorLesionSize_Task01_Coronal_Test", + dataset_name="autoPET-III", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="autoPET-III_TumorLesionSize_Task01_Axial_Train", + dataset_name="autoPET-III", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="autoPET-III_TumorLesionSize_Task01_Axial_Test", + dataset_name="autoPET-III", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BCV15:Mask-Size:Task01 + MedVisionConfig( + name="BCV15_MaskSize_Task01_Sagittal_Train", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BCV15_MaskSize_Task01_Sagittal_Test", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BCV15_MaskSize_Task01_Coronal_Train", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BCV15_MaskSize_Task01_Coronal_Test", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BCV15_MaskSize_Task01_Axial_Train", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BCV15_MaskSize_Task01_Axial_Test", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BCV15:Mask-Size:Task02 + MedVisionConfig( + name="BCV15_MaskSize_Task02_Sagittal_Train", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BCV15_MaskSize_Task02_Sagittal_Test", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BCV15_MaskSize_Task02_Coronal_Train", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BCV15_MaskSize_Task02_Coronal_Test", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BCV15_MaskSize_Task02_Axial_Train", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BCV15_MaskSize_Task02_Axial_Test", + dataset_name="BCV15", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BCV15:Box-Size:Task01 + MedVisionConfig( + name="BCV15_BoxSize_Task01_Sagittal_Train", + dataset_name="BCV15", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BCV15_BoxSize_Task01_Sagittal_Test", + dataset_name="BCV15", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BCV15_BoxSize_Task01_Coronal_Train", + dataset_name="BCV15", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BCV15_BoxSize_Task01_Coronal_Test", + dataset_name="BCV15", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BCV15_BoxSize_Task01_Axial_Train", + dataset_name="BCV15", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BCV15_BoxSize_Task01_Axial_Test", + dataset_name="BCV15", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BCV15:Box-Size:Task02 + MedVisionConfig( + name="BCV15_BoxSize_Task02_Sagittal_Train", + dataset_name="BCV15", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BCV15_BoxSize_Task02_Sagittal_Test", + dataset_name="BCV15", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BCV15_BoxSize_Task02_Coronal_Train", + dataset_name="BCV15", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BCV15_BoxSize_Task02_Coronal_Test", + dataset_name="BCV15", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BCV15_BoxSize_Task02_Axial_Train", + dataset_name="BCV15", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BCV15_BoxSize_Task02_Axial_Test", + dataset_name="BCV15", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task01 + MedVisionConfig( + name="BraTS24_MaskSize_Task01_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task01_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task01_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task01_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task01_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task01_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task02 + MedVisionConfig( + name="BraTS24_MaskSize_Task02_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task02_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task02_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task02_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task02_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task02_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task03 + MedVisionConfig( + name="BraTS24_MaskSize_Task03_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task03_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task03_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task03_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task03_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task03_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task04 + MedVisionConfig( + name="BraTS24_MaskSize_Task04_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task04_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task04_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task04_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task04_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task04_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task05 + MedVisionConfig( + name="BraTS24_MaskSize_Task05_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task05_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task05_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task05_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task05_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task05_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task06 + MedVisionConfig( + name="BraTS24_MaskSize_Task06_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task06_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task06_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task06_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task06_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task06_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task07 + MedVisionConfig( + name="BraTS24_MaskSize_Task07_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task07_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task07_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task07_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task07_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task07_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task08 + MedVisionConfig( + name="BraTS24_MaskSize_Task08_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task08_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task08_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task08_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task08_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task08_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task09 + MedVisionConfig( + name="BraTS24_MaskSize_Task09_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task09_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task09_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task09_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task09_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task09_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task10 + MedVisionConfig( + name="BraTS24_MaskSize_Task10_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task10_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task10_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task10_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task10_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task10_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task11 + MedVisionConfig( + name="BraTS24_MaskSize_Task11_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task11_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task11_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task11_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task11_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task11_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task12 + MedVisionConfig( + name="BraTS24_MaskSize_Task12_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task12_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task12_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task12_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task12_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task12_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Mask-Size:Task13 + MedVisionConfig( + name="BraTS24_MaskSize_Task13_Sagittal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task13_Sagittal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task13_Coronal_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task13_Coronal_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task13_Axial_Train", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_MaskSize_Task13_Axial_Test", + dataset_name="BraTS24", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task01 + MedVisionConfig( + name="BraTS24_BoxSize_Task01_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task01_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task01_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task01_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task01_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task01_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task02 + MedVisionConfig( + name="BraTS24_BoxSize_Task02_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task02_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task02_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task02_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task02_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task02_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task03 + MedVisionConfig( + name="BraTS24_BoxSize_Task03_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task03_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task03_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task03_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task03_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task03_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task04 + MedVisionConfig( + name="BraTS24_BoxSize_Task04_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task04_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task04_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task04_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task04_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task04_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task05 + MedVisionConfig( + name="BraTS24_BoxSize_Task05_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task05_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task05_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task05_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task05_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task05_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task06 + MedVisionConfig( + name="BraTS24_BoxSize_Task06_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task06_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task06_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task06_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task06_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task06_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task07 + MedVisionConfig( + name="BraTS24_BoxSize_Task07_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task07_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task07_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task07_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task07_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task07_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task08 + MedVisionConfig( + name="BraTS24_BoxSize_Task08_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task08_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task08_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task08_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task08_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task08_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task09 + MedVisionConfig( + name="BraTS24_BoxSize_Task09_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task09_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task09_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task09_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task09_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task09_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task10 + MedVisionConfig( + name="BraTS24_BoxSize_Task10_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task10_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task10_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task10_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task10_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task10_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task11 + MedVisionConfig( + name="BraTS24_BoxSize_Task11_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task11_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task11_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task11_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task11_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task11_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task12 + MedVisionConfig( + name="BraTS24_BoxSize_Task12_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task12_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task12_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task12_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task12_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task12_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Box-Size:Task13 + MedVisionConfig( + name="BraTS24_BoxSize_Task13_Sagittal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task13_Sagittal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task13_Coronal_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task13_Coronal_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task13_Axial_Train", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_BoxSize_Task13_Axial_Test", + dataset_name="BraTS24", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task01 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task01_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task01_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task01_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task01_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task01_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task01_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task02 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task02_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task02_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task02_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task02_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task02_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task02_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task03 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task03_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task03_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task03_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task03_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task03_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task03_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task04 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task04_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task04_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task04_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task04_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task04_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task04_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task05 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task05_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task05_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task05_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task05_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task05_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task05_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task06 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task06_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task06_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task06_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task06_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task06_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task06_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task07 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task07_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task07_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task07_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task07_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task07_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task07_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task08 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task08_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task08_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task08_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task08_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task08_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task08_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task09 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task09_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task09_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task09_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task09_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task09_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task09_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task10 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task10_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task10_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task10_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task10_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task10_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task10_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task11 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task11_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task11_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task11_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task11_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task11_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task11_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # BraTS24:Tumor-Lesion-Size:Task12 + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task12_Sagittal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task12_Sagittal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task12_Coronal_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task12_Coronal_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task12_Axial_Train", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="BraTS24_TumorLesionSize_Task12_Axial_Test", + dataset_name="BraTS24", + taskType="Tumor-Lesion-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # CAMUS:Mask-Size:Task01 + MedVisionConfig( + name="CAMUS_MaskSize_Task01_Sagittal_Train", + dataset_name="CAMUS", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="CAMUS_MaskSize_Task01_Sagittal_Test", + dataset_name="CAMUS", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="CAMUS_MaskSize_Task01_Coronal_Train", + dataset_name="CAMUS", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="CAMUS_MaskSize_Task01_Coronal_Test", + dataset_name="CAMUS", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="CAMUS_MaskSize_Task01_Axial_Train", + dataset_name="CAMUS", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="CAMUS_MaskSize_Task01_Axial_Test", + dataset_name="CAMUS", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # CAMUS:Box-Size:Task01 + MedVisionConfig( + name="CAMUS_BoxSize_Task01_Sagittal_Train", + dataset_name="CAMUS", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="CAMUS_BoxSize_Task01_Sagittal_Test", + dataset_name="CAMUS", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="CAMUS_BoxSize_Task01_Coronal_Train", + dataset_name="CAMUS", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="CAMUS_BoxSize_Task01_Coronal_Test", + dataset_name="CAMUS", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="CAMUS_BoxSize_Task01_Axial_Train", + dataset_name="CAMUS", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="CAMUS_BoxSize_Task01_Axial_Test", + dataset_name="CAMUS", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # Ceph-Biometrics-400:Biometrics-From-Landmarks:Task01 + # NOTE: We split angle and distance estimate tasks into different subsets + MedVisionConfig( + name="Ceph-Biometrics-400_BiometricsFromLandmarks_Distance_Task01_Sagittal_Train", + dataset_name="Ceph-Biometrics-400", + taskType="Biometrics-From-Landmarks-Distance", + taskID="01", + imageType="2D", + features_dict=features_dict_BiometricsFromLandmarks, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="Ceph-Biometrics-400_BiometricsFromLandmarks_Distance_Task01_Sagittal_Test", + dataset_name="Ceph-Biometrics-400", + taskType="Biometrics-From-Landmarks-Distance", + taskID="01", + imageType="2D", + features_dict=features_dict_BiometricsFromLandmarks, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="Ceph-Biometrics-400_BiometricsFromLandmarks_Angle_Task01_Sagittal_Train", + dataset_name="Ceph-Biometrics-400", + taskType="Biometrics-From-Landmarks-Angle", + taskID="01", + imageType="2D", + features_dict=features_dict_BiometricsFromLandmarks, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="Ceph-Biometrics-400_BiometricsFromLandmarks_Angle_Task01_Sagittal_Test", + dataset_name="Ceph-Biometrics-400", + taskType="Biometrics-From-Landmarks-Angle", + taskID="01", + imageType="2D", + features_dict=features_dict_BiometricsFromLandmarks, + imageSliceType="sagittal", + split="test", + ), + # CrossMoDA:Mask-Size:Task01 + MedVisionConfig( + name="CrossMoDA_MaskSize_Task01_Sagittal_Train", + dataset_name="CrossMoDA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="CrossMoDA_MaskSize_Task01_Sagittal_Test", + dataset_name="CrossMoDA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="CrossMoDA_MaskSize_Task01_Coronal_Train", + dataset_name="CrossMoDA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="CrossMoDA_MaskSize_Task01_Coronal_Test", + dataset_name="CrossMoDA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="CrossMoDA_MaskSize_Task01_Axial_Train", + dataset_name="CrossMoDA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="CrossMoDA_MaskSize_Task01_Axial_Test", + dataset_name="CrossMoDA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # CrossMoDA:Box-Size:Task01 + MedVisionConfig( + name="CrossMoDA_BoxSize_Task01_Sagittal_Train", + dataset_name="CrossMoDA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="CrossMoDA_BoxSize_Task01_Sagittal_Test", + dataset_name="CrossMoDA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="CrossMoDA_BoxSize_Task01_Coronal_Train", + dataset_name="CrossMoDA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="CrossMoDA_BoxSize_Task01_Coronal_Test", + dataset_name="CrossMoDA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="CrossMoDA_BoxSize_Task01_Axial_Train", + dataset_name="CrossMoDA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="CrossMoDA_BoxSize_Task01_Axial_Test", + dataset_name="CrossMoDA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # FeTA24:Mask-Size:Task01 + MedVisionConfig( + name="FeTA24_MaskSize_Task01_Sagittal_Train", + dataset_name="FeTA24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="FeTA24_MaskSize_Task01_Sagittal_Test", + dataset_name="FeTA24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="FeTA24_MaskSize_Task01_Coronal_Train", + dataset_name="FeTA24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="FeTA24_MaskSize_Task01_Coronal_Test", + dataset_name="FeTA24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="FeTA24_MaskSize_Task01_Axial_Train", + dataset_name="FeTA24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="FeTA24_MaskSize_Task01_Axial_Test", + dataset_name="FeTA24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # FeTA24:Box-Size:Task01 + MedVisionConfig( + name="FeTA24_BoxSize_Task01_Sagittal_Train", + dataset_name="FeTA24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="FeTA24_BoxSize_Task01_Sagittal_Test", + dataset_name="FeTA24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="FeTA24_BoxSize_Task01_Coronal_Train", + dataset_name="FeTA24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="FeTA24_BoxSize_Task01_Coronal_Test", + dataset_name="FeTA24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="FeTA24_BoxSize_Task01_Axial_Train", + dataset_name="FeTA24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="FeTA24_BoxSize_Task01_Axial_Test", + dataset_name="FeTA24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # FeTA24:Biometrics-From-Landmarks:Task01 + MedVisionConfig( + name="FeTA24_BiometricsFromLandmarks_Task01_Sagittal_Train", + dataset_name="FeTA24", + taskType="Biometrics-From-Landmarks", + taskID="01", + imageType="2D", + features_dict=features_dict_BiometricsFromLandmarks, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="FeTA24_BiometricsFromLandmarks_Task01_Sagittal_Test", + dataset_name="FeTA24", + taskType="Biometrics-From-Landmarks", + taskID="01", + imageType="2D", + features_dict=features_dict_BiometricsFromLandmarks, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="FeTA24_BiometricsFromLandmarks_Task01_Coronal_Train", + dataset_name="FeTA24", + taskType="Biometrics-From-Landmarks", + taskID="01", + imageType="2D", + features_dict=features_dict_BiometricsFromLandmarks, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="FeTA24_BiometricsFromLandmarks_Task01_Coronal_Test", + dataset_name="FeTA24", + taskType="Biometrics-From-Landmarks", + taskID="01", + imageType="2D", + features_dict=features_dict_BiometricsFromLandmarks, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="FeTA24_BiometricsFromLandmarks_Task01_Axial_Train", + dataset_name="FeTA24", + taskType="Biometrics-From-Landmarks", + taskID="01", + imageType="2D", + features_dict=features_dict_BiometricsFromLandmarks, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="FeTA24_BiometricsFromLandmarks_Task01_Axial_Test", + dataset_name="FeTA24", + taskType="Biometrics-From-Landmarks", + taskID="01", + imageType="2D", + features_dict=features_dict_BiometricsFromLandmarks, + imageSliceType="axial", + split="test", + ), + # FLARE22:Mask-Size:Task01 + MedVisionConfig( + name="FLARE22_MaskSize_Task01_Sagittal_Train", + dataset_name="FLARE22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="FLARE22_MaskSize_Task01_Sagittal_Test", + dataset_name="FLARE22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="FLARE22_MaskSize_Task01_Coronal_Train", + dataset_name="FLARE22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="FLARE22_MaskSize_Task01_Coronal_Test", + dataset_name="FLARE22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="FLARE22_MaskSize_Task01_Axial_Train", + dataset_name="FLARE22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="FLARE22_MaskSize_Task01_Axial_Test", + dataset_name="FLARE22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # FLARE22:Box-Size:Task01 + MedVisionConfig( + name="FLARE22_BoxSize_Task01_Sagittal_Train", + dataset_name="FLARE22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="FLARE22_BoxSize_Task01_Sagittal_Test", + dataset_name="FLARE22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="FLARE22_BoxSize_Task01_Coronal_Train", + dataset_name="FLARE22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="FLARE22_BoxSize_Task01_Coronal_Test", + dataset_name="FLARE22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="FLARE22_BoxSize_Task01_Axial_Train", + dataset_name="FLARE22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="FLARE22_BoxSize_Task01_Axial_Test", + dataset_name="FLARE22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # HNTSMRG24:Mask-Size:Task01 + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task01_Sagittal_Train", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task01_Sagittal_Test", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task01_Coronal_Train", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task01_Coronal_Test", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task01_Axial_Train", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task01_Axial_Test", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # HNTSMRG24:Mask-Size:Task02 + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task02_Sagittal_Train", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task02_Sagittal_Test", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task02_Coronal_Train", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task02_Coronal_Test", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task02_Axial_Train", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_MaskSize_Task02_Axial_Test", + dataset_name="HNTSMRG24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # HNTSMRG24:Box-Size:Task01 + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task01_Sagittal_Train", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task01_Sagittal_Test", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task01_Coronal_Train", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task01_Coronal_Test", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task01_Axial_Train", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task01_Axial_Test", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # HNTSMRG24:Box-Size:Task02 + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task02_Sagittal_Train", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task02_Sagittal_Test", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task02_Coronal_Train", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task02_Coronal_Test", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task02_Axial_Train", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_BoxSize_Task02_Axial_Test", + dataset_name="HNTSMRG24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # HNTSMRG24:Tumor-Lesion-Size:Task01 + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task01_Sagittal_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task01_Sagittal_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task01_Coronal_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task01_Coronal_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task01_Axial_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task01_Axial_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # HNTSMRG24:Tumor-Lesion-Size:Task02 + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task02_Sagittal_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task02_Sagittal_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task02_Coronal_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task02_Coronal_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task02_Axial_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task02_Axial_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # HNTSMRG24:Tumor-Lesion-Size:Task03 + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task03_Sagittal_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task03_Sagittal_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task03_Coronal_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task03_Coronal_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task03_Axial_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task03_Axial_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # HNTSMRG24:Tumor-Lesion-Size:Task04 + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task04_Sagittal_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task04_Sagittal_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task04_Coronal_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task04_Coronal_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task04_Axial_Train", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="HNTSMRG24_TumorLesionSize_Task04_Axial_Test", + dataset_name="HNTSMRG24", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # ISLES24:Mask-Size:Task01 + MedVisionConfig( + name="ISLES24_MaskSize_Task01_Sagittal_Train", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="ISLES24_MaskSize_Task01_Sagittal_Test", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="ISLES24_MaskSize_Task01_Coronal_Train", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="ISLES24_MaskSize_Task01_Coronal_Test", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="ISLES24_MaskSize_Task01_Axial_Train", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="ISLES24_MaskSize_Task01_Axial_Test", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # ISLES24:Mask-Size:Task02 + MedVisionConfig( + name="ISLES24_MaskSize_Task02_Sagittal_Train", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="ISLES24_MaskSize_Task02_Sagittal_Test", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="ISLES24_MaskSize_Task02_Coronal_Train", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="ISLES24_MaskSize_Task02_Coronal_Test", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="ISLES24_MaskSize_Task02_Axial_Train", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="ISLES24_MaskSize_Task02_Axial_Test", + dataset_name="ISLES24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # ISLES24:Box-Size:Task01 + MedVisionConfig( + name="ISLES24_BoxSize_Task01_Sagittal_Train", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="ISLES24_BoxSize_Task01_Sagittal_Test", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="ISLES24_BoxSize_Task01_Coronal_Train", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="ISLES24_BoxSize_Task01_Coronal_Test", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="ISLES24_BoxSize_Task01_Axial_Train", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="ISLES24_BoxSize_Task01_Axial_Test", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # ISLES24:Box-Size:Task02 + MedVisionConfig( + name="ISLES24_BoxSize_Task02_Sagittal_Train", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="ISLES24_BoxSize_Task02_Sagittal_Test", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="ISLES24_BoxSize_Task02_Coronal_Train", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="ISLES24_BoxSize_Task02_Coronal_Test", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="ISLES24_BoxSize_Task02_Axial_Train", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="ISLES24_BoxSize_Task02_Axial_Test", + dataset_name="ISLES24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # KiPA22:Mask-Size:Task01 + MedVisionConfig( + name="KiPA22_MaskSize_Task01_Sagittal_Train", + dataset_name="KiPA22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="KiPA22_MaskSize_Task01_Sagittal_Test", + dataset_name="KiPA22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="KiPA22_MaskSize_Task01_Coronal_Train", + dataset_name="KiPA22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="KiPA22_MaskSize_Task01_Coronal_Test", + dataset_name="KiPA22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="KiPA22_MaskSize_Task01_Axial_Train", + dataset_name="KiPA22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="KiPA22_MaskSize_Task01_Axial_Test", + dataset_name="KiPA22", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # KiPA22:Box-Size:Task01 + MedVisionConfig( + name="KiPA22_BoxSize_Task01_Sagittal_Train", + dataset_name="KiPA22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="KiPA22_BoxSize_Task01_Sagittal_Test", + dataset_name="KiPA22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="KiPA22_BoxSize_Task01_Coronal_Train", + dataset_name="KiPA22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="KiPA22_BoxSize_Task01_Coronal_Test", + dataset_name="KiPA22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="KiPA22_BoxSize_Task01_Axial_Train", + dataset_name="KiPA22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="KiPA22_BoxSize_Task01_Axial_Test", + dataset_name="KiPA22", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # KiPA22:Tumor-Lesion-Size:Task01 + MedVisionConfig( + name="KiPA22_TumorLesionSize_Task01_Sagittal_Train", + dataset_name="KiPA22", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="KiPA22_TumorLesionSize_Task01_Sagittal_Test", + dataset_name="KiPA22", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="KiPA22_TumorLesionSize_Task01_Coronal_Train", + dataset_name="KiPA22", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="KiPA22_TumorLesionSize_Task01_Coronal_Test", + dataset_name="KiPA22", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="KiPA22_TumorLesionSize_Task01_Axial_Train", + dataset_name="KiPA22", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="KiPA22_TumorLesionSize_Task01_Axial_Test", + dataset_name="KiPA22", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # KiTS23:Mask-Size:Task01 + MedVisionConfig( + name="KiTS23_MaskSize_Task01_Sagittal_Train", + dataset_name="KiTS23", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="KiTS23_MaskSize_Task01_Sagittal_Test", + dataset_name="KiTS23", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="KiTS23_MaskSize_Task01_Coronal_Train", + dataset_name="KiTS23", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="KiTS23_MaskSize_Task01_Coronal_Test", + dataset_name="KiTS23", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="KiTS23_MaskSize_Task01_Axial_Train", + dataset_name="KiTS23", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="KiTS23_MaskSize_Task01_Axial_Test", + dataset_name="KiTS23", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # KiTS23:Box-Size:Task01 + MedVisionConfig( + name="KiTS23_BoxSize_Task01_Sagittal_Train", + dataset_name="KiTS23", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="KiTS23_BoxSize_Task01_Sagittal_Test", + dataset_name="KiTS23", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="KiTS23_BoxSize_Task01_Coronal_Train", + dataset_name="KiTS23", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="KiTS23_BoxSize_Task01_Coronal_Test", + dataset_name="KiTS23", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="KiTS23_BoxSize_Task01_Axial_Train", + dataset_name="KiTS23", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="KiTS23_BoxSize_Task01_Axial_Test", + dataset_name="KiTS23", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # KiTS23:Tumor-Lesion-Size:Task01 + MedVisionConfig( + name="KiTS23_TumorLesionSize_Task01_Sagittal_Train", + dataset_name="KiTS23", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="KiTS23_TumorLesionSize_Task01_Sagittal_Test", + dataset_name="KiTS23", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="KiTS23_TumorLesionSize_Task01_Coronal_Train", + dataset_name="KiTS23", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="KiTS23_TumorLesionSize_Task01_Coronal_Test", + dataset_name="KiTS23", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="KiTS23_TumorLesionSize_Task01_Axial_Train", + dataset_name="KiTS23", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="KiTS23_TumorLesionSize_Task01_Axial_Test", + dataset_name="KiTS23", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task01 + MedVisionConfig( + name="MSD_MaskSize_Task01_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task01_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task01_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task01_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task01_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task01_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task02 + MedVisionConfig( + name="MSD_MaskSize_Task02_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task02_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task02_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task02_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task02_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task02_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task03 + MedVisionConfig( + name="MSD_MaskSize_Task03_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task03_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task03_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task03_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task03_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task03_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task04 + MedVisionConfig( + name="MSD_MaskSize_Task04_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task04_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task04_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task04_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task04_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task04_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task05 + MedVisionConfig( + name="MSD_MaskSize_Task05_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task05_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task05_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task05_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task05_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task05_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task06 + MedVisionConfig( + name="MSD_MaskSize_Task06_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task06_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task06_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task06_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task06_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task06_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task07 + MedVisionConfig( + name="MSD_MaskSize_Task07_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task07_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task07_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task07_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task07_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task07_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task08 + MedVisionConfig( + name="MSD_MaskSize_Task08_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task08_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task08_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task08_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task08_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task08_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task09 + MedVisionConfig( + name="MSD_MaskSize_Task09_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task09_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task09_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task09_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task09_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task09_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task10 + MedVisionConfig( + name="MSD_MaskSize_Task10_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task10_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task10_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task10_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task10_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task10_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task11 + MedVisionConfig( + name="MSD_MaskSize_Task11_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task11_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task11_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task11_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task11_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task11_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task12 + MedVisionConfig( + name="MSD_MaskSize_Task12_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task12_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task12_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task12_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task12_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task12_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task13 + MedVisionConfig( + name="MSD_MaskSize_Task13_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task13_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task13_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task13_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task13_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task13_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Mask-Size:Task14 + MedVisionConfig( + name="MSD_MaskSize_Task14_Sagittal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task14_Sagittal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task14_Coronal_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task14_Coronal_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_MaskSize_Task14_Axial_Train", + dataset_name="MSD", + taskType="Mask-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_MaskSize_Task14_Axial_Test", + dataset_name="MSD", + taskType="Mask-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task01 + MedVisionConfig( + name="MSD_BoxSize_Task01_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task01_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task01_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task01_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task01_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task01_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task02 + MedVisionConfig( + name="MSD_BoxSize_Task02_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task02_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task02_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task02_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task02_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task02_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task03 + MedVisionConfig( + name="MSD_BoxSize_Task03_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task03_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task03_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task03_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task03_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task03_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task04 + MedVisionConfig( + name="MSD_BoxSize_Task04_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task04_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task04_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task04_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task04_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task04_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task05 + MedVisionConfig( + name="MSD_BoxSize_Task05_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task05_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task05_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task05_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task05_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task05_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task06 + MedVisionConfig( + name="MSD_BoxSize_Task06_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task06_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task06_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task06_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task06_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task06_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task07 + MedVisionConfig( + name="MSD_BoxSize_Task07_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task07_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task07_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task07_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task07_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task07_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task08 + MedVisionConfig( + name="MSD_BoxSize_Task08_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task08_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task08_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task08_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task08_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task08_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task09 + MedVisionConfig( + name="MSD_BoxSize_Task09_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task09_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task09_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task09_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task09_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task09_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="09", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task10 + MedVisionConfig( + name="MSD_BoxSize_Task10_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task10_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task10_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task10_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task10_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task10_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="10", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task11 + MedVisionConfig( + name="MSD_BoxSize_Task11_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task11_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task11_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task11_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task11_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task11_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="11", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task12 + MedVisionConfig( + name="MSD_BoxSize_Task12_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task12_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task12_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task12_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task12_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task12_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="12", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task13 + MedVisionConfig( + name="MSD_BoxSize_Task13_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task13_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task13_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task13_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task13_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task13_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="13", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Box-Size:Task14 + MedVisionConfig( + name="MSD_BoxSize_Task14_Sagittal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task14_Sagittal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task14_Coronal_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task14_Coronal_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_BoxSize_Task14_Axial_Train", + dataset_name="MSD", + taskType="Box-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_BoxSize_Task14_Axial_Test", + dataset_name="MSD", + taskType="Box-Size", + taskID="14", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # MSD:Tumor-Lesion-Size:Task01 + MedVisionConfig( + name="MSD_TumorLesionSize_Task01_Sagittal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task01_Sagittal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task01_Coronal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task01_Coronal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task01_Axial_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task01_Axial_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # MSD:Tumor-Lesion-Size:Task02 + MedVisionConfig( + name="MSD_TumorLesionSize_Task02_Sagittal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task02_Sagittal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task02_Coronal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task02_Coronal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task02_Axial_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task02_Axial_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # MSD:Tumor-Lesion-Size:Task03 + MedVisionConfig( + name="MSD_TumorLesionSize_Task03_Sagittal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task03_Sagittal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task03_Coronal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task03_Coronal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task03_Axial_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task03_Axial_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="03", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # MSD:Tumor-Lesion-Size:Task04 + MedVisionConfig( + name="MSD_TumorLesionSize_Task04_Sagittal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task04_Sagittal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task04_Coronal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task04_Coronal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task04_Axial_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task04_Axial_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="04", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # MSD:Tumor-Lesion-Size:Task05 + MedVisionConfig( + name="MSD_TumorLesionSize_Task05_Sagittal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task05_Sagittal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task05_Coronal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task05_Coronal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task05_Axial_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task05_Axial_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="05", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # MSD:Tumor-Lesion-Size:Task06 + MedVisionConfig( + name="MSD_TumorLesionSize_Task06_Sagittal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task06_Sagittal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task06_Coronal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task06_Coronal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task06_Axial_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task06_Axial_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="06", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # MSD:Tumor-Lesion-Size:Task07 + MedVisionConfig( + name="MSD_TumorLesionSize_Task07_Sagittal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task07_Sagittal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task07_Coronal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task07_Coronal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task07_Axial_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task07_Axial_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="07", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # MSD:Tumor-Lesion-Size:Task08 + MedVisionConfig( + name="MSD_TumorLesionSize_Task08_Sagittal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task08_Sagittal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task08_Coronal_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task08_Coronal_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task08_Axial_Train", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="MSD_TumorLesionSize_Task08_Axial_Test", + dataset_name="MSD", + taskType="Tumor-Lesion-Size", + taskID="08", + imageType="2D", + features_dict=features_dict_TumorLesionSize, + imageSliceType="axial", + split="test", + ), + # OAIZIB-CM:Mask-Size:Task01 + MedVisionConfig( + name="OAIZIB-CM_MaskSize_Task01_Sagittal_Train", + dataset_name="OAIZIB-CM", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="OAIZIB-CM_MaskSize_Task01_Sagittal_Test", + dataset_name="OAIZIB-CM", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="OAIZIB-CM_MaskSize_Task01_Coronal_Train", + dataset_name="OAIZIB-CM", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="OAIZIB-CM_MaskSize_Task01_Coronal_Test", + dataset_name="OAIZIB-CM", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="OAIZIB-CM_MaskSize_Task01_Axial_Train", + dataset_name="OAIZIB-CM", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="OAIZIB-CM_MaskSize_Task01_Axial_Test", + dataset_name="OAIZIB-CM", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # OAIZIB-CM:Box-Size:Task01 + MedVisionConfig( + name="OAIZIB-CM_BoxSize_Task01_Sagittal_Train", + dataset_name="OAIZIB-CM", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="OAIZIB-CM_BoxSize_Task01_Sagittal_Test", + dataset_name="OAIZIB-CM", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="OAIZIB-CM_BoxSize_Task01_Coronal_Train", + dataset_name="OAIZIB-CM", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="OAIZIB-CM_BoxSize_Task01_Coronal_Test", + dataset_name="OAIZIB-CM", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="OAIZIB-CM_BoxSize_Task01_Axial_Train", + dataset_name="OAIZIB-CM", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="OAIZIB-CM_BoxSize_Task01_Axial_Test", + dataset_name="OAIZIB-CM", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # SKM-TEA:Mask-Size:Task01 + MedVisionConfig( + name="SKM-TEA_MaskSize_Task01_Sagittal_Train", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_MaskSize_Task01_Sagittal_Test", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="SKM-TEA_MaskSize_Task01_Coronal_Train", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_MaskSize_Task01_Coronal_Test", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="SKM-TEA_MaskSize_Task01_Axial_Train", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_MaskSize_Task01_Axial_Test", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # SKM-TEA:Mask-Size:Task02 + MedVisionConfig( + name="SKM-TEA_MaskSize_Task02_Sagittal_Train", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_MaskSize_Task02_Sagittal_Test", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="SKM-TEA_MaskSize_Task02_Coronal_Train", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_MaskSize_Task02_Coronal_Test", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="SKM-TEA_MaskSize_Task02_Axial_Train", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_MaskSize_Task02_Axial_Test", + dataset_name="SKM-TEA", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # SKM-TEA:Box-Size:Task01 + MedVisionConfig( + name="SKM-TEA_BoxSize_Task01_Sagittal_Train", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_BoxSize_Task01_Sagittal_Test", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="SKM-TEA_BoxSize_Task01_Coronal_Train", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_BoxSize_Task01_Coronal_Test", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="SKM-TEA_BoxSize_Task01_Axial_Train", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_BoxSize_Task01_Axial_Test", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # SKM-TEA:Box-Size:Task02 + MedVisionConfig( + name="SKM-TEA_BoxSize_Task02_Sagittal_Train", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_BoxSize_Task02_Sagittal_Test", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="SKM-TEA_BoxSize_Task02_Coronal_Train", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_BoxSize_Task02_Coronal_Test", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="SKM-TEA_BoxSize_Task02_Axial_Train", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="SKM-TEA_BoxSize_Task02_Axial_Test", + dataset_name="SKM-TEA", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # ToothFairy2:Mask-Size:Task01 + MedVisionConfig( + name="ToothFairy2_MaskSize_Task01_Sagittal_Train", + dataset_name="ToothFairy2", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="ToothFairy2_MaskSize_Task01_Sagittal_Test", + dataset_name="ToothFairy2", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="ToothFairy2_MaskSize_Task01_Coronal_Train", + dataset_name="ToothFairy2", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="ToothFairy2_MaskSize_Task01_Coronal_Test", + dataset_name="ToothFairy2", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="ToothFairy2_MaskSize_Task01_Axial_Train", + dataset_name="ToothFairy2", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="ToothFairy2_MaskSize_Task01_Axial_Test", + dataset_name="ToothFairy2", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # ToothFairy2:Box-Size:Task01 + MedVisionConfig( + name="ToothFairy2_BoxSize_Task01_Sagittal_Train", + dataset_name="ToothFairy2", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="ToothFairy2_BoxSize_Task01_Sagittal_Test", + dataset_name="ToothFairy2", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="ToothFairy2_BoxSize_Task01_Coronal_Train", + dataset_name="ToothFairy2", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="ToothFairy2_BoxSize_Task01_Coronal_Test", + dataset_name="ToothFairy2", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="ToothFairy2_BoxSize_Task01_Axial_Train", + dataset_name="ToothFairy2", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="ToothFairy2_BoxSize_Task01_Axial_Test", + dataset_name="ToothFairy2", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # TopCoW24:Mask-Size:Task01 + MedVisionConfig( + name="TopCoW24_MaskSize_Task01_Sagittal_Train", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="TopCoW24_MaskSize_Task01_Sagittal_Test", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="TopCoW24_MaskSize_Task01_Coronal_Train", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="TopCoW24_MaskSize_Task01_Coronal_Test", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="TopCoW24_MaskSize_Task01_Axial_Train", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="TopCoW24_MaskSize_Task01_Axial_Test", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # TopCoW24:Mask-Size:Task02 + MedVisionConfig( + name="TopCoW24_MaskSize_Task02_Sagittal_Train", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="TopCoW24_MaskSize_Task02_Sagittal_Test", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="TopCoW24_MaskSize_Task02_Coronal_Train", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="TopCoW24_MaskSize_Task02_Coronal_Test", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="TopCoW24_MaskSize_Task02_Axial_Train", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="TopCoW24_MaskSize_Task02_Axial_Test", + dataset_name="TopCoW24", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # TopCoW24:Box-Size:Task01 + MedVisionConfig( + name="TopCoW24_BoxSize_Task01_Sagittal_Train", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="TopCoW24_BoxSize_Task01_Sagittal_Test", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="TopCoW24_BoxSize_Task01_Coronal_Train", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="TopCoW24_BoxSize_Task01_Coronal_Test", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="TopCoW24_BoxSize_Task01_Axial_Train", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="TopCoW24_BoxSize_Task01_Axial_Test", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # TopCoW24:Box-Size:Task02 + MedVisionConfig( + name="TopCoW24_BoxSize_Task02_Sagittal_Train", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="TopCoW24_BoxSize_Task02_Sagittal_Test", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="TopCoW24_BoxSize_Task02_Coronal_Train", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="TopCoW24_BoxSize_Task02_Coronal_Test", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="TopCoW24_BoxSize_Task02_Axial_Train", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="TopCoW24_BoxSize_Task02_Axial_Test", + dataset_name="TopCoW24", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # TotalSegmentator:Mask-Size:Task01 + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task01_Sagittal_Train", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task01_Sagittal_Test", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task01_Coronal_Train", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task01_Coronal_Test", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task01_Axial_Train", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task01_Axial_Test", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # TotalSegmentator:Mask-Size:Task02 + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task02_Sagittal_Train", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task02_Sagittal_Test", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task02_Coronal_Train", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task02_Coronal_Test", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task02_Axial_Train", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_MaskSize_Task02_Axial_Test", + dataset_name="TotalSegmentator", + taskType="Mask-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_MaskSize, + imageSliceType="axial", + split="test", + ), + # TotalSegmentator:Box-Size:Task01 + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task01_Sagittal_Train", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task01_Sagittal_Test", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task01_Coronal_Train", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task01_Coronal_Test", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task01_Axial_Train", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task01_Axial_Test", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="01", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + # TotalSegmentator:Box-Size:Task02 + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task02_Sagittal_Train", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task02_Sagittal_Test", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="sagittal", + split="test", + ), + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task02_Coronal_Train", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task02_Coronal_Test", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="coronal", + split="test", + ), + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task02_Axial_Train", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="train", + ), + MedVisionConfig( + name="TotalSegmentator_BoxSize_Task02_Axial_Test", + dataset_name="TotalSegmentator", + taskType="Box-Size", + taskID="02", + imageType="2D", + features_dict=features_dict_BoxSize, + imageSliceType="axial", + split="test", + ), + ] + + # Mapping from dataset name to package name + # NOTE: It is important to use the same dataset name as in: + # - MedVisionConfig() + # - DATASETS_NAME2PACKAGE + # NOTE: only use "_" in package names + DATASETS_NAME2PACKAGE = { + "ACDC": "ACDC", + "AMOS22": "AMOS22", + "AbdomenAtlas1.0Mini": "AbdomenAtlas__1_0__Mini", + "AbdomenCT-1K": "AbdomenCT_1K", + "BCV15": "BCV15", + "BraTS24": "BraTS24", + "CAMUS": "CAMUS", + "Ceph-Biometrics-400": "Ceph_Biometrics_400", + "CrossMoDA": "CrossMoDA", + "FLARE22": "FLARE22", + "FeTA24": "FeTA24", + "HNTSMRG24": "HNTSMRG24", + "ISLES24": "ISLES24", + "KiPA22": "KiPA22", + "KiTS23": "KiTS23", + "MSD": "MSD", + "OAIZIB-CM": "OAIZIB_CM", + "SKM-TEA": "SKM_TEA", + "ToothFairy2": "ToothFairy2", + "TopCoW24": "TopCoW24", + "TotalSegmentator": "TotalSegmentator", + "autoPET-III": "autoPET_III", + } + + def _info(self): + # Define dataset information including feature schema + dataset_description = f"You are using the configuration <{self.config.name}> of the <{self.config.dataset_name}> dataset." + return DatasetInfo( + description=_DESCRIPTION + "\n" + dataset_description, + features=Features(self.config.features_dict), + citation=_CITATION, + homepage=_HOME_PAGE, + license=_LICENSE, + ) + + def _split_generators(self, dl_manager): + # Set root directory for MedVision data + MedVision_data_dir = os.environ.get("MedVision_DATA_DIR") + os.makedirs(MedVision_data_dir, exist_ok=True) + + # Add a cache tracking mechanism + dataset_cache_file = os.path.join(MedVision_data_dir, ".downloaded_datasets.json") + + # Load existing download cache if it exists + downloaded_datasets = {} + if os.path.exists(dataset_cache_file): + try: + with open(dataset_cache_file, "r") as f: + downloaded_datasets = json.load(f) + except Exception as e: + logger.warning( + f"Error loading download cache file: {dataset_cache_file}\nError: {e}" + ) + downloaded_datasets = {} + + # Check if we should force downloads based on environment variables + force_download_data = ( + os.environ.get("MedVision_FORCE_DOWNLOAD_DATA", "False").lower() + == "true" + ) + force_install_code = ( + os.environ.get("MedVision_FORCE_INSTALL_CODE", "False").lower() + == "true" + ) + + # Track if we've already downloaded this dataset in this run + dataset_name = self.config.dataset_name + dataset_dir = os.path.join(MedVision_data_dir, "Datasets", dataset_name) + + # 1. Codebase download - should happen only once globally + if force_install_code or "medvision_ds" not in downloaded_datasets: + logger.info("Downloading the package from HuggingFace...") + snapshot_download( + repo_id="YongchengYAO/MedVision", + repo_type="dataset", + allow_patterns=["src/*"], + local_dir=MedVision_data_dir, + max_workers=self.config.num_proc, + ) + # Mark codebase as downloaded + downloaded_datasets["medvision_ds"] = True + with open(dataset_cache_file, "w") as f: + json.dump(downloaded_datasets, f) + else: + logger.info("Using cached package") + + # Make sure we point to the src directory itself + src_dir = os.path.join(MedVision_data_dir, "src") + logger.info(f" - Code located at: {src_dir}") + + # 2. Package installation - should happen only once globally + if force_install_code or "medvision_ds_installed" not in downloaded_datasets: + logger.info("Installing the package...") + current_dir = os.getcwd() + os.chdir(src_dir) + try: + logger.info(f"Installing : pip install {src_dir}") + subprocess.run( + ["pip", "install", "."], + check=True, + capture_output=True, + text=True, + ) + logger.info(" - The package installed successfully") + # Mark package as installed + downloaded_datasets["medvision_ds_installed"] = True + with open(dataset_cache_file, "w") as f: + json.dump(downloaded_datasets, f) + except subprocess.CalledProcessError as e: + logger.info(f" - Installation failed with error: {e.stderr}") + finally: + os.chdir(current_dir) + else: + logger.info("Using installed package") + + # 3. Dataset download - should happen only once per dataset + if force_download_data or f"dataset_{dataset_name}" not in downloaded_datasets: + logger.info(f"Downloading annotations to: {dataset_dir}") + + # 3.1 Download and extract the annotations + snapshot_download( + repo_id="YongchengYAO/MedVision", + repo_type="dataset", + allow_patterns=[f"Datasets/{dataset_name}.zip"], + local_dir=MedVision_data_dir, + max_workers=self.config.num_proc, + ) + zipfile_path = os.path.join( + MedVision_data_dir, "Datasets", f"{dataset_name}.zip" + ) + with zipfile.ZipFile(zipfile_path, "r") as zip_ref: + zip_ref.extractall(os.path.join(MedVision_data_dir, "Datasets")) + os.remove(zipfile_path) + logger.info(f" - Annotations downloaded to: {dataset_dir}") + + # 3.2 Download and process the image and/or mask files + logger.info("Downloading and processing image and/or mask files...") + # Look for download scripts in package_dir + dataset_package_name = self.DATASETS_NAME2PACKAGE[dataset_name] + package_medvision_ds = importlib.import_module("medvision_ds") + package_dir_medvision_datasets = os.path.join( + os.path.dirname(os.path.abspath(package_medvision_ds.__file__)), + "datasets", + ) + package_dir_medvision_dataset = os.path.join( + package_dir_medvision_datasets, dataset_package_name + ) + download_scripts = ["download_debug.py", "download.py", "download_fast.py", "download_raw.py"] + download_script_chosen = None + for script in download_scripts: + script_path = os.path.join(package_dir_medvision_dataset, script) + if os.path.exists(script_path): + download_script_chosen = script + break + else: + continue + if download_script_chosen is None: + raise ValueError( + f"Missing download script. There should be at least one of {download_scripts} in {package_dir_medvision_dataset}" + ) + # Use importlib to dynamically import the download module + current_dir = os.getcwd() + os.chdir(dataset_dir) + try: + logger.info(f" - Using download script: {download_script_chosen}") + script_path = os.path.join( + package_dir_medvision_dataset, download_script_chosen + ) + spec = importlib.util.spec_from_file_location( + "download_module", script_path + ) + download_module = importlib.util.module_from_spec(spec) + spec.loader.exec_module(download_module) + # Execute the download function if it exists + if hasattr(download_module, "download_and_extract"): + # FIXME: max_workers not working properly in some download scripts + try: + download_module.download_and_extract(dataset_dir, dataset_name, max_workers=self.config.num_proc) + except: + download_module.download_and_extract(dataset_dir, dataset_name) + logger.info(f" - Download completed for {dataset_name}") + else: + logger.warning( + f" - download_and_extract function not found in {download_script_chosen}" + ) + except subprocess.CalledProcessError as e: + logger.info(f" - Download failed with error: {e.stderr}") + finally: + os.chdir(current_dir) + + # 3.3 Standardize the image and/or mask files: convert NIfTI files to RAS+ orientation + # NOTE: MUST NOT move the import to the front, as the "medvision_ds" package may not be installed yet at the beginning + from medvision_ds.utils.data_conversion import reorient_niigz_RASplus_batch_inplace + + reorient_niigz_RASplus_batch_inplace(dataset_dir, workers_limit=self.config.num_proc) + + # 3.4 Mark this dataset as downloaded + downloaded_datasets[f"dataset_{dataset_name}"] = True + with open(dataset_cache_file, "w") as f: + json.dump(downloaded_datasets, f) + else: + logger.info(f" - Using existing dataset at: {dataset_dir}") + + # 4. Get the benchmark planner file - this is config specific but should use existing files if possible + # NOTE: MUST NOT move the import to the front, as the "medvision_ds" package may not be installed yet at the beginning + from medvision_ds.utils.benchmark_planner import ( + MedVision_BenchmarkPlannerSegmentation, + MedVision_BenchmarkPlannerDetection, + MedVision_BenchmarkPlannerBiometry, + MedVision_BenchmarkPlannerBiometry_fromSeg, + ) + + if self.config.taskType in ["Biometrics-From-Landmarks", "Biometrics-From-Landmarks-Distance", "Biometrics-From-Landmarks-Angle"]: + get_bm_plan_file = MedVision_BenchmarkPlannerBiometry.get_bm_plan_file + elif self.config.taskType == "Mask-Size": + get_bm_plan_file = ( + MedVision_BenchmarkPlannerSegmentation.get_bm_plan_file + ) + elif self.config.taskType == "Box-Size": + get_bm_plan_file = MedVision_BenchmarkPlannerDetection.get_bm_plan_file + elif self.config.taskType == "Tumor-Lesion-Size": + get_bm_plan_file = ( + MedVision_BenchmarkPlannerBiometry_fromSeg.get_bm_plan_file + ) + else: + raise ValueError(f"Task type {self.config.taskType} not supported.") + + # NOTE: MUST NOT move the import to the front, as the "medvision_ds" package may not be installed yet at the beginning + from medvision_ds import __version__ + + bm_plan_file = get_bm_plan_file(dataset_dir, __version__) + + # Only generate the requested split + if self.config.split == "train": + return [ + SplitGenerator( + name=Split.TRAIN, + gen_kwargs={ + "dataset_dir": dataset_dir, + "bm_plan_file": bm_plan_file, + "split": "train", + "taskID": self.config.taskID, + "taskType": self.config.taskType, + "imageType": self.config.imageType, + "imageSliceType": self.config.imageSliceType, + }, + ) + ] + elif self.config.split == "test": + return [ + SplitGenerator( + name=Split.TEST, + gen_kwargs={ + "dataset_dir": dataset_dir, + "bm_plan_file": bm_plan_file, + "split": "test", + "taskID": self.config.taskID, + "taskType": self.config.taskType, + "imageType": self.config.imageType, + "imageSliceType": self.config.imageSliceType, + }, + ) + ] + # Generate both train and test splits (for lazy configuration where split is None) + elif self.config.split is None: + return [ + SplitGenerator( + name=Split.TRAIN, + gen_kwargs={ + "dataset_dir": dataset_dir, + "bm_plan_file": bm_plan_file, + "split": "train", + "taskID": self.config.taskID, + "taskType": self.config.taskType, + "imageType": self.config.imageType, + "imageSliceType": self.config.imageSliceType, + }, + ), + SplitGenerator( + name=Split.TEST, + gen_kwargs={ + "dataset_dir": dataset_dir, + "bm_plan_file": bm_plan_file, + "split": "test", + "taskID": self.config.taskID, + "taskType": self.config.taskType, + "imageType": self.config.imageType, + "imageSliceType": self.config.imageSliceType, + }, + ), + ] + else: + raise ValueError(f"Invalid split: {self.config.split}") + + def _generate_examples( + self, + dataset_dir, + bm_plan_file, + split, + taskID, + taskType, + imageType, + imageSliceType, + ): + # NOTE: MUST NOT move the import to the front, as the "medvision_ds" package may not be installed yet at the beginning + from medvision_ds.utils.benchmark_planner import ( + MedVision_BenchmarkPlannerSegmentation, + MedVision_BenchmarkPlannerDetection, + MedVision_BenchmarkPlannerBiometry, + MedVision_BenchmarkPlannerBiometry_fromSeg, + ) + + # Load benchmark plan file + if bm_plan_file.endswith(".gz"): + with gzip.open(bm_plan_file, "rt") as f: + benchmark_plan = json.load(f) + else: + with open(bm_plan_file, "r") as f: + benchmark_plan = json.load(f) + + # Get annotation data: a list of dictionaries + if split == "train": + biometricData = benchmark_plan["tasks"][int(taskID) - 1]["train_cases"] + elif split == "test": + biometricData = benchmark_plan["tasks"][int(taskID) - 1]["test_cases"] + else: + raise ValueError(f"Unknown split: {split}") + + # Task type: Mask-Size + if taskType == "Mask-Size": + flatten_slice_profiles = ( + MedVision_BenchmarkPlannerSegmentation.flatten_slice_profiles_2d + ) + if imageSliceType.lower() == "sagittal": + slice_dim = 0 + elif imageSliceType.lower() == "coronal": + slice_dim = 1 + elif imageSliceType.lower() == "axial": + slice_dim = 2 + slice_profile_flattened = flatten_slice_profiles(biometricData, slice_dim) + for idx, case in enumerate(slice_profile_flattened): + # Skip cases with a mask size smaller than 200 pixels + if case["pixel_count"] < 200: + continue + else: + yield idx, { + "taskID": taskID, + "taskType": taskType, + "image_file": os.path.join(dataset_dir, case["image_file"]), + "mask_file": os.path.join(dataset_dir, case["mask_file"]), + "slice_dim": case["slice_dim"], + "slice_idx": case["slice_idx"], + "label": case["label"], + "image_size_2d": case["image_size_2d"], + "pixel_size": case["pixel_size"], + "image_size_3d": case["image_size_3d"], + "voxel_size": case["voxel_size"], + "pixel_count": case["pixel_count"], + "ROI_area": case["ROI_area"], + } + + # Task type: Box-Size + if taskType == "Box-Size": + if imageType.lower() == "2d": + flatten_slice_profiles = ( + MedVision_BenchmarkPlannerDetection.flatten_slice_profiles_2d + ) + if imageSliceType.lower() == "sagittal": + slice_dim = 0 + elif imageSliceType.lower() == "coronal": + slice_dim = 1 + elif imageSliceType.lower() == "axial": + slice_dim = 2 + slice_profile_flattened = flatten_slice_profiles( + biometricData, slice_dim + ) + for idx, case in enumerate(slice_profile_flattened): + # Skip cases with multiple bounding boxes in the same slice + if len(case["bounding_boxes"]) > 1: + continue + # Skip cases with a bounding box size smaller than 10 pixels in any dimension + elif ( + case["bounding_boxes"][0]["dimensions"][0] < 10 + or case["bounding_boxes"][0]["dimensions"][1] < 10 + ): + continue + else: + yield idx, { + "taskID": taskID, + "taskType": taskType, + "image_file": os.path.join(dataset_dir, case["image_file"]), + "mask_file": os.path.join(dataset_dir, case["mask_file"]), + "slice_dim": case["slice_dim"], + "slice_idx": case["slice_idx"], + "label": case["label"], + "image_size_2d": case["image_size_2d"], + "pixel_size": case["pixel_size"], + "image_size_3d": case["image_size_3d"], + "voxel_size": case["voxel_size"], + "bounding_boxes": case["bounding_boxes"], + } + + # Task type: Biometrics-From-Landmarks + if taskType == "Biometrics-From-Landmarks": + if imageType.lower() == "2d": + flatten_slice_profiles = ( + MedVision_BenchmarkPlannerBiometry.flatten_slice_profiles_2d + ) + if imageSliceType.lower() == "sagittal": + slice_dim = 0 + elif imageSliceType.lower() == "coronal": + slice_dim = 1 + elif imageSliceType.lower() == "axial": + slice_dim = 2 + slice_profile_flattened = flatten_slice_profiles( + biometricData, slice_dim + ) + for idx, case in enumerate(slice_profile_flattened): + yield idx, { + "taskID": taskID, + "taskType": taskType, + "image_file": os.path.join(dataset_dir, case["image_file"]), + "landmark_file": os.path.join( + dataset_dir, case["landmark_file"] + ), + "slice_dim": case["slice_dim"], + "slice_idx": case["slice_idx"], + "image_size_2d": case["image_size_2d"], + "pixel_size": case["pixel_size"], + "image_size_3d": case["image_size_3d"], + "voxel_size": case["voxel_size"], + "biometric_profile": case["biometric_profile"], + } + + # Task type: Biometrics-From-Landmarks-Distance + if taskType == "Biometrics-From-Landmarks-Distance": + if imageType.lower() == "2d": + flatten_slice_profiles = ( + MedVision_BenchmarkPlannerBiometry.flatten_slice_profiles_2d + ) + if imageSliceType.lower() == "sagittal": + slice_dim = 0 + elif imageSliceType.lower() == "coronal": + slice_dim = 1 + elif imageSliceType.lower() == "axial": + slice_dim = 2 + slice_profile_flattened = flatten_slice_profiles( + biometricData, slice_dim + ) + for idx, case in enumerate(slice_profile_flattened): + if case["biometric_profile"]["metric_type"] == "distance": + yield idx, { + "taskID": taskID, + "taskType": taskType, + "image_file": os.path.join(dataset_dir, case["image_file"]), + "landmark_file": os.path.join( + dataset_dir, case["landmark_file"] + ), + "slice_dim": case["slice_dim"], + "slice_idx": case["slice_idx"], + "image_size_2d": case["image_size_2d"], + "pixel_size": case["pixel_size"], + "image_size_3d": case["image_size_3d"], + "voxel_size": case["voxel_size"], + "biometric_profile": case["biometric_profile"], + } + + # Task type: Biometrics-From-Landmarks-Angle + if taskType == "Biometrics-From-Landmarks-Angle": + if imageType.lower() == "2d": + flatten_slice_profiles = ( + MedVision_BenchmarkPlannerBiometry.flatten_slice_profiles_2d + ) + if imageSliceType.lower() == "sagittal": + slice_dim = 0 + elif imageSliceType.lower() == "coronal": + slice_dim = 1 + elif imageSliceType.lower() == "axial": + slice_dim = 2 + slice_profile_flattened = flatten_slice_profiles( + biometricData, slice_dim + ) + for idx, case in enumerate(slice_profile_flattened): + if case["biometric_profile"]["metric_type"] == "angle": + yield idx, { + "taskID": taskID, + "taskType": taskType, + "image_file": os.path.join(dataset_dir, case["image_file"]), + "landmark_file": os.path.join( + dataset_dir, case["landmark_file"] + ), + "slice_dim": case["slice_dim"], + "slice_idx": case["slice_idx"], + "image_size_2d": case["image_size_2d"], + "pixel_size": case["pixel_size"], + "image_size_3d": case["image_size_3d"], + "voxel_size": case["voxel_size"], + "biometric_profile": case["biometric_profile"], + } + + # Task type: Tumor-Lesion-Size + if taskType == "Tumor-Lesion-Size": + if imageType.lower() == "2d": + # Get the target label for the task + target_label = benchmark_plan["tasks"][int(taskID) - 1]["target_label"] + + flatten_slice_profiles = ( + MedVision_BenchmarkPlannerBiometry_fromSeg.flatten_slice_profiles_2d + ) + if imageSliceType.lower() == "sagittal": + slice_dim = 0 + elif imageSliceType.lower() == "coronal": + slice_dim = 1 + elif imageSliceType.lower() == "axial": + slice_dim = 2 + slice_profile_flattened = flatten_slice_profiles( + biometricData, slice_dim + ) + for idx, case in enumerate(slice_profile_flattened): + # Skip cases with multiple fitted ellipses in the same slice + if len(case["biometric_profile"]) > 1: + continue + else: + yield idx, { + "taskID": taskID, + "taskType": taskType, + "image_file": os.path.join(dataset_dir, case["image_file"]), + "mask_file": os.path.join(dataset_dir, case["mask_file"]), + "landmark_file": os.path.join( + dataset_dir, case["landmark_file"] + ), + "slice_dim": case["slice_dim"], + "slice_idx": case["slice_idx"], + "label": target_label, + "image_size_2d": case["image_size_2d"], + "pixel_size": case["pixel_size"], + "image_size_3d": case["image_size_3d"], + "voxel_size": case["voxel_size"], + "biometric_profile": case["biometric_profile"], + }