Improving Event Time Prediction by Learning to Partition the Event Time Space

no code implementations • 24 Oct 2023 • Jimmy Hickey, Ricardo Henao, Daniel Wojdyla, Michael Pencina, Matthew M. Engelhard

Recently developed survival analysis methods improve upon existing approaches by predicting the probability of event occurrence in each of a number pre-specified (discrete) time intervals.

Decision Making Survival Analysis

All models are local: time to replace external validation with recurrent local validation

no code implementations • 5 May 2023 • Alex Youssef, Michael Pencina, Anshul Thakur, Tingting Zhu, David Clifton, Nigam H. Shah

We submit that external validation is insufficient to establish ML models' safety or utility.