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: logger.info(f"Checking dataset download status from: {dataset_cache_file}") with open(dataset_cache_file, "r") as f: downloaded_datasets = json.load(f) # Print current download status for ds_name, status in downloaded_datasets.items(): logger.info(f" - Dataset/Package <{ds_name}> download status: {status}") except Exception as e: logger.warning( f"Fail to read dataset status tracker file: {dataset_cache_file}\nError: {e}" ) downloaded_datasets = {} # Check if we should force downloads based on environment variables print("\n[Info] Checking environment variables for download options...") print(" - MedVision_FORCE_DOWNLOAD_DATA:", os.environ.get("MedVision_FORCE_DOWNLOAD_DATA", "False")) print(" - MedVision_FORCE_INSTALL_CODE:", os.environ.get("MedVision_FORCE_INSTALL_CODE", "False")) 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"): 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"], }