Understanding post-surgical decline in left ventricular function in primary mitral regurgitation using regression and machine learning models

BACKGROUND: Class I echocardiographic guidelines in primary mitral regurgitation (PMR) risks left ventricular ejection fraction (LVEF) < 50% after mitral valve surgery even with pre-surgical LVEF > 60%. There are no models predicting LVEF < 50% after surgery in the complex interplay of incr...

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Detalles Bibliográficos
Autores principales: Zheng, Jingyi, Li, Yuexin, Billor, Nedret, Ahmed, Mustafa I., Fang, Yu-Hua Dean, Pat, Betty, Denney, Thomas S., Dell’Italia, Louis J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10160646/
https://www.ncbi.nlm.nih.gov/pubmed/37153472
http://dx.doi.org/10.3389/fcvm.2023.1112797

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