2 papers
stat.ME2025
Bayesian Neural-Net-Assisted Multi-Treatment Mixture Cure Survival Model with Application in Pediatric Oncology
Peter Chang, John Kairalla, Arkaprava Roy
Estimating covariate-conditional treatment effects in multi-arm oncology studies is complicated when treatment arms have common distributional features and a non-negligible fractio…
stat.ME2024
Individualized Multi-Treatment Response Curves Estimation using RBF-net with Shared Neurons
Peter Chang, Arkaprava Roy
Heterogeneous treatment effect estimation is an important problem in precision medicine. Specific interests lie in identifying the differential effect of different treatments based…