Recurrent Temporal Point Process Network for First and Repeated Clinical Events

Clinical applications that involves risk stratification of patients often predict the likely occurrence of an event such as the development of a complication as well as the time to the next event. Existing approaches that provide individual survival distribution across time often use baseline measurements for the risk prediction of an event occurring, and is unable to estimate the time to next eve...