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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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Huvudupphov: Marco Penso, Mauro Pepi, Valentina Mantegazza, Claudia Cefalù, Manuela Muratori, Laura Fusini, Paola Gripari, Sarah Ghulam Ali, Enrico G. Caiani, Gloria Tamborini
Materialtyp: Artigo
Språk:Inglês
Utgiven: MDPI AG 2021-08-01
Serie:Bioengineering
Ämnen:
mitral valve prolapse
machine learning
mitral valve repair
primary mitral regurgitation
prediction model
heart
Länkar:https://www.mdpi.com/2306-5354/8/9/117
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