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

Bioengineering (Basel)

27 Settembre Set 2021 one month ago
  • Penso M, Pepi M, Mantegazza V, Cefalù C, Muratori M, Fusini L, Gripari P, Ghulam Ali S, Tamborini G

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.

Reference

Machine Learning Prediction Models for Mitral Valve Repairability and Mitral Regurgitation Recurrence in Patients Undergoing Surgical Mitral Valve Repair. Penso M, Pepi M, Mantegazza V, Cefalù C, Muratori M, Fusini L, Gripari P, Ghulam Ali S, Caiani EG, Tamborini G. Bioengineering (Basel) 2021 Aug 25;8(9):117. doi: 10.3390/bioengineering8090117

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