V. Bulgakov

Interpretable Trajectory-Based Feature Extraction from Longitudinal Electronic Health Records

Longitudinal electronic health records (EHRs) contain rich information about the evolution of a patient's clinical state, but temporal measurements and events are often represented using summary statistics or complex learned representations that can be difficult to interpret clinically. We propose an interpretable traj...