Cargando…
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...
Autores principales: | Penso, Marco, Pepi, Mauro, Mantegazza, Valentina, Cefalù, Claudia, Muratori, Manuela, Fusini, Laura, Gripari, Paola, Ghulam Ali, Sarah, Caiani, Enrico G., Tamborini, Gloria |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469985/ https://www.ncbi.nlm.nih.gov/pubmed/34562939 http://dx.doi.org/10.3390/bioengineering8090117 |
Ejemplares similares
-
Predictive Value of Pre-Operative 2D and 3D Transthoracic Echocardiography in Patients Undergoing Mitral Valve Repair: Long Term Follow Up of Mitral Valve Regurgitation Recurrence and Heart Chamber Remodeling
por: Tamborini, Gloria, et al.
Publicado: (2020) -
3D echocardiography in mitral valve prolapse
por: Mantegazza, Valentina, et al.
Publicado: (2023) -
Three-Dimensional Echocardiography: Advancements in Qualitative and Quantitative Analyses of Mitral Valve Morphology in Mitral Valve Prolapse
por: Gripari, Paola, et al.
Publicado: (2014) -
Head to Head Comparison between Different 3-Dimensional Echocardiographic Rendering Tools in the Imaging of Percutaneous Edge-to-Edge Mitral Valve Repair
por: Tamborini, Gloria, et al.
Publicado: (2021) -
Echocardiography vs. CMR in the Quantification of Chronic Mitral Regurgitation: A Happy Marriage or Stormy Divorce?
por: Baessato, Francesca, et al.
Publicado: (2023)