2 papers
cs.LG2025
In-Training Multicalibrated Survival Analysis for Healthcare via Constrained Optimization
Thiti Suttaket, Stanley Kok
Survival analysis is an important problem in healthcare because it models the relationship between an individual's covariates and the onset time of an event of interest (e.g., deat…
cs.LG2024
Interpretable Predictive Models for Healthcare via Rational Logistic Regression
Thiti Suttaket, L Vivek Harsha Vardhan, Stanley Kok
The healthcare sector has experienced a rapid accumulation of digital data recently, especially in the form of electronic health records (EHRs). EHRs constitute a precious resource…