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)...

Full description

Saved in:
Bibliographic Details
Published in: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.
Format: Artigo
Language:Inglês
Published: 2020
Subjects:
Article
Online Access: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
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items