Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time

Adi Lin, Jie Lu, Junyu Xuan +2

Causal effect estimation for dynamic treatment regimes (DTRs) contributes to sequential decision making. However, censoring and time-dependent confounding under DTRs are challengin…