2 papers
cs.LG2019
Simultaneous Prediction Intervals for Patient-Specific Survival Curves
Samuel Sokota, Ryan D'Orazio, Khurram Javed +2
Accurate models of patient survival probabilities provide important information to clinicians prescribing care for life-threatening and terminal ailments. A recently developed clas…
cs.LG2018
Effective Ways to Build and Evaluate Individual Survival Distributions
Humza Haider, Bret Hoehn, Sarah Davis +1
An accurate model of a patient's individual survival distribution can help determine the appropriate treatment for terminal patients. Unfortunately, risk scores (e.g., from Cox Pro…