Data-driven mortality risk prediction of severe degenerative mitral regurgitation patients undergoing mitral valve surgery.

Soongu Kwak,Seung-Ah Lee,Jaehyun Lim,Seokhun Yang,Doyeon Hwang,Hyun-Jung Lee,Hong-Mi Choi,In-Chang Hwang,Sahmin Lee,Yeonyee E Yoon,Jun-Bean Park,Hyung-Kwan Kim,Yong-Jin Kim,Jong-Min Song,Goo-Yeong Cho,Duk-Hyun Kang,Dae-Hee Kim,Seung-Pyo Lee

European heart journal. Cardiovascular Imaging（2023）

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摘要

A data-driven machine learning model provided accurate post-MVR mortality prediction in severe degenerative MR patients. The outcome following MVR in severe degenerative MR patients is governed by both clinical and echocardiographic factors.

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关键词

mitral regurgitation,random survival forest,risk factors,threshold

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