Machine Learning Prediction Models for Mitral Valve Repairability and Mitral Regurgitation Recurrence in Patients Undergoing Surgical Mitral Valve Repair

Machine Learning Prediction Models for Mitral Valve Repairability and Mitral Regurgitation Recurrence in Patients Undergoing Surgical Mitral Valve Repair

Background: Mitral valve regurgitation (MR) is the most common valvular heart disease and current variables associated with MR recurrence are still controversial. We aim to develop a machine learning-based prognostic model to predict causes of mitral valve (MV) repair failure and MR recurrence. Meth...

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Bibliographic Details
Main Authors: Marco Penso, Mauro Pepi, Valentina Mantegazza, Claudia Cefalù, Manuela Muratori, Laura Fusini, Paola Gripari, Sarah Ghulam Ali, Enrico G. Caiani, Gloria Tamborini
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Bioengineering
Subjects:
mitral valve prolapse
machine learning
mitral valve repair
primary mitral regurgitation
prediction model
heart
Online Access:https://www.mdpi.com/2306-5354/8/9/117

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https://www.mdpi.com/2306-5354/8/9/117

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