Deep Learning, Artificial Intelligence, Bert, Ehr, NLP.
visit embedding, an MLP based prediction layer is built on top to predict the recommended medication codes as: Given the true labels ^yt at each time stamp t, the loss function for the whole EHR sequence (i.e. a patient) is: 3. Results 3.1. Dataset & Some Training Details EHR data from MIMIC-III