Isotonic Survival Regression: Calibrated Survival Distributions from Deep Cox Models

Anchit Jain, Kevin Zhang, Stephen Bates

Time-to-event data is widespread across the life sciences and engineering, but it is typically encountered together with censoring, which complicates the application of standard ma…