Machine learning-based prediction of 1-year mortality in hypertensive patients undergoing coronary revascularization surgery.

Amir Hossein Behnoush,Amirmohammad Khalaji,Malihe Rezaee,Shahram Momtahen,Soheil Mansourian,Jamshid Bagheri,Farzad Masoudkabir,Kaveh Hosseini

Clinical cardiology（2023）

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摘要

All ML models had excellent performance in predicting 1-year mortality among CABG hypertension patients, while LR was the best regarding AUC. These models can help clinicians assess the risk of mortality in specific subgroups at higher risk (such as hypertensive ones).

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关键词

coronary artery bypass,hypertension,machine learning,mortality,prediction

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