Machine learning model for predicting 1-year and 3-year all-cause mortality in ischemic heart failure patients.

Anping Cai,Rui Chen,Chengcheng Pang,Hui Liu,Yingling Zhou,Jiyan Chen,Liwen Li

Postgraduate medicine（2022）

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摘要

ML models predicted prognosis in ischemic HF with good discrimination and well calibration. These models may be used by clinicians as a decision-making tool to estimate the prognosis of ischemic HF patients.

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关键词

Heart failure,calibration,discrimination,machine learning,prognosis,risk model

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