Simultaneous Prediction Intervals for Patient-Specific Survival Curves

1 code implementation • 25 Jun 2019 • Samuel Sokota, Ryan D'Orazio, Khurram Javed, Humza Haider, Russell Greiner

In this paper, we demonstrate that an existing method for estimating simultaneous prediction intervals from samples can easily be adapted for patient-specific survival curve analysis and yields accurate results.

Descriptive Prediction Intervals +2

Effective Ways to Build and Evaluate Individual Survival Distributions

2 code implementations • 28 Nov 2018 • Humza Haider, Bret Hoehn, Sarah Davis, Russell Greiner

This paper first motivates such "individual survival distribution" (ISD) models, and explains how they differ from standard models.