For a patient's length of ICU stay of T hours, we have time series observations, x t at each time step t (1 hour interval) measured by instruments along with doctor's note n i recorded at irregular time stamps.
pre-trained word and sentence embeddings have also shown good results for sentence similarity tasks (Chen Figure 1: Doctor notes compliments measured physiological signals for better ICU management.