21 citations · 21 across the 3 of their papers we have counts for
3 papers
stat.ME2026
Estimating Pathway Treatment Effects in the Presence of Intermediate Events with Multi-State Data
Yuhao Deng, Haoyu Wei, Donglin Zeng +2
During clinical trials evaluating a drug's effect on a survival endpoint, intermediate events often occur in addition to the primary event. The treatment can exert its effect on th…
stat.ME2026
Integrative learning of individualized treatment rules from multiple studies with partially overlapping treatments
Yuan Bian, Donglin Zeng, Hyun-Joon Yang +2
An individualized treatment rule (ITR) tailors treatments to a patient's specific characteristics. However, randomized controlled trials (RCTs) are often underpowered to detect the…
stat.ME2011★ 21 cited
Penalized Q-Learning for Dynamic Treatment Regimes
Rui Song, Weiwei Wang, Donglin Zeng +1
A dynamic treatment regime effectively incorporates both accrued information and long-term effects of treatment from specially designed clinical trials. As these become more and mo…