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stat.ML2025
Latent Utility Q-Learning for Preference-Adaptive Dynamic Treatment Regimes
Joshua P. Zitovsky, Yating Zou, Leslie Wilson +1
Optimizing individualized treatment sequences for patients who weigh multiple, competing outcomes differently poses a challenge for dynamic treatment regime (DTR) methods, which ty…
stat.ML2024
Neural interval-censored survival regression with feature selection
Carlos GarcÃa Meixide, Marcos Matabuena, Louis Abraham +1
Survival analysis is a fundamental area of focus in biomedical research, particularly in the context of personalized medicine. This prominence is due to the increasing prevalence o…