Development and validation of echocardiography-based machine-learning models to predict mortality

Akshay Valsaraj,Sunil Vasu Kalmady,Vaibhav Sharma,Matthew Frost,Weijie Sun,Nariman Sepehrvand,Marcus Ong,Cyril Equibec,Jason R B Dyck,Todd Anderson,Harald Becher,Sarah Weeks,Jasper Tromp,Chung-Lieh Hung,Justin A Ezekowitz,Padma Kaul

EBioMedicine（2023）

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摘要

Funding for Alberta HEART was provided by an Alberta Innovates - Health Solutions Interdisciplinary Team Grant no. AHFMRITG 200801018. P.K. holds a Canadian Institutes of Health Research (CIHR) Sex and Gender Science Chair and a Heart & Stroke Foundation Chair in Cardiovascular Research. A.V. and V.S. received funding from the Mitacs Globalink Research Internship.

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关键词

Echocardiography,Machine learning,Deep learning,Mortality,Heart failure,Prognostic models,Functional status

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