2 papers
stat.ME2026
Estimating causal effects of continuous-time dynamic treatments with unmeasured confounders
Haiyan Zhu, Yingchun Zhou
Modern medical research demands specialized causal inference methods evaluating complex continuous-time dynamic treatment regimens using observational data. For instance, obtaining…
stat.ME2025
Optimizing Real-Time Oxytocin Administration to Prevent Postpartum Hemorrhage: A Bayesian Approach to Dynamic Treatment Regimes
Haiyan Zhu, Yuqi Qiu, Yingchun Zhou
Postpartum hemorrhage (PPH) remains a leading cause of maternal morbidity and mortality worldwide. Oxytocin, though widely recognized for facilitating labor, is also the primary ph…