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stat.ME2025
Nonparametric Bayesian Multi-Treatment Mixture Cure Survival Model with Application in Pediatric Oncology
Peter Chang, John Kairalla, Arkaprava Roy
Heterogeneous treatment effect estimation is critical in oncology, particularly in multi-arm trials with overlapping therapeutic components and long-term survivors. These shared me…
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…