Heterogeneous treatment effects of coronary artery bypass grafting in ischemic cardiomyopathy: A machine learning causal forest analysis

Zhuoming Zhou,Bohao Jian,Xuanyu Chen,Menghui Liu,Shaozhao Zhang,Guangguo Fu,Gang Li,Mengya Liang,Ting Tian,Zhongkai Wu

The Journal of thoracic and cardiovascular surgery（2023）

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摘要

The current post-hoc analysis of the STICH trial identified heterogeneous treatment effects of CABG in patients with ischemic cardiomyopathy. Patients with severer left ventricular enlargement and younger ages were more likely to derive greater survival benefits from CABG.

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关键词

causal forest,coronary artery bypass surgery,heterogeneous treatment effect,ischemic heart failure,machine learning,STICH

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