History-Aware Conformal Prediction Sets for Censored Time-to-Event Outcomes

Yuyao Wang, Alexander W. Levis, Shu Yang +1

Existing conformal prediction methods for time-to-event outcomes leverage only baseline covariates, producing prediction intervals that are insufficiently informative to facilitate…