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Towards patient-specific prediction of conduction abnormalities induced by transcatheter aortic valve implantation: a combined mechanistic modelling and machine learning approach
AIMS: Post-procedure conduction abnormalities (CA) remain a common complication of transcatheter aortic valve implantation (TAVI), highlighting the need for personalized prediction models. We used machine learning (ML), integrating statistical and mechanistic modelling to provide a patient-specific...
Autores principales: | Galli, Valeria, Loncaric, Filip, Rocatello, Giorgia, Astudillo, Patricio, Sanchis, Laura, Regueiro, Ander, De Backer, Ole, Swaans, Martin, Bosmans, Johan, Ribeiro, Joana Maria, Lamata, Pablo, Sitges, Marta, de Jaegere, Peter, Mortier, Peter |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9708019/ https://www.ncbi.nlm.nih.gov/pubmed/36713106 http://dx.doi.org/10.1093/ehjdh/ztab063 |
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