Pre-Procedure Application of Machine Learning and Mechanistic Simulations Predicts Likelihood of Paroxysmal Atrial Fibrillation Recurrence Following Pulmonary Vein Isolation

BACKGROUND –: Pulmonary vein isolation (PVI) is an effective treatment strategy for patients with atrial fibrillation (AF), but many experience AF recurrence and require repeat ablation procedures. The goal of this study was to develop and evaluate a methodology which combines machine learning (ML)...

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Detalhes bibliográficos
Publicado no:Circ Arrhythm Electrophysiol
Main Authors: Shade, Julie K., Ali, Rheeda L., Basile, Dante, Popescu, Dan, Akhtar, Tauseef, Marine, Joseph E., Spragg, David D., Calkins, Hugh, Trayanova, Natalia A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7375930/
https://ncbi.nlm.nih.gov/pubmed/32536204
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1161/CIRCEP.119.008213
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