Robust Real-Time Mortality Prediction in the Intensive Care Unit using Temporal Difference Learning

Thomas Frost, Kezhi Li, Steve Harris

The task of predicting long-term patient outcomes using supervised machine learning is a challenging one, in part because of the high variance of each patient's trajectory, which c…