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Author

Wen-Yang Liu

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Oct 2026

Heterogeneous Treatment Effect Estimation with Distribution Shift and Unmeasured Confounding

Heterogeneous treatment effect (HTE) estimation is vital for understanding how treatment effects vary across individuals or subgroups. Recently, numerous HTE models, such as balancing methods and instrumental variable (IV) methods, have been developed to eliminate confounding bias from both observed variables and unmea...

Wen-Yang Liu, Yu-Ling Zhang, An-Peng Wu et al. · 0 citations
Open access Sep 2026

Early EASIX and Short-Term Mortality After Acute Myocardial Infarction: A Dual-Cohort Prognostic Study

Background/Objectives: The Endothelial Activation and Stress Index (EASIX) combines lactate dehydrogenase, creatinine, and platelet count in a three-variable laboratory index. We evaluated its association with early mortality after acute myocardial infarction (AMI) and its incremental prognostic information beyond the...

Yan-Long Zhao, Wen-Yang Liu, Hao-Dong Jiang et al. · 1 citation · ⚡1

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