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Machine Learning Methods for Predicting Long-Term Mortality in Patients After Cardiac Surgery

OBJECTIVE: This study aims to construct and validate several machine learning (ML) algorithms to predict long-term mortality and identify risk factors in unselected patients post-cardiac surgery. METHODS: The Medical Information Mart for Intensive Care (MIMIC-III) database was used to perform a retr...

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Detalles Bibliográficos
Autores principales:	Yu, Yue, Peng, Chi, Zhang, Zhiyuan, Shen, Kejia, Zhang, Yufeng, Xiao, Jian, Xi, Wang, Wang, Pei, Rao, Jin, Jin, Zhichao, Wang, Zhinong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Cardiovascular Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9110683/ https://www.ncbi.nlm.nih.gov/pubmed/35592400 http://dx.doi.org/10.3389/fcvm.2022.831390

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