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Author

Yao-Ping Lin

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Open access Oct 2026

Machine learning predicts major adverse kidney and cardiovascular events in heart failure with reduced ejection fraction.

Background Heart failure with reduced ejection fraction (HFrEF) links to adverse kidney and cardiovascular events. However, current machine learning (ML)-based algorithms do not include comprehensive echocardiographic features or predict adverse kidney outcomes. Methods We built ML models to predict 3-year all-cause...

Cheng-Chien Lai, Shao-Sung Huang, Ya-Wen Lu et al. · 0 citations

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