DySurv: dynamic deep learning model for survival analysis with conditional variational inference

Munib Mesinovic, Peter Watkinson, Tingting Zhu

Machine learning applications for longitudinal electronic health records often forecast the risk of events at fixed time points, whereas survival analysis achieves dynamic risk pre…