Machine Learning Identifies Sites Where Ablation Terminates Persistent Atrial Fibrillation

Mahmood Alhusseini,Firas Abuzaid,Paul Clopton,Albert Rogers,Miguel Rodrigo,Tina Baykaner,Paul Wang,Wouter-Jan Rappel,Sanjiv Narayan

JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY（2019）

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摘要

Identifying organization regions in persistent atrial fibrillation(AF) may improve ablation, but results range from excellent to poor. Interpreting maps that identify organized AF drivers can be difficult and may contribute to divergent outcomes. Our goal is to use convolutional neural networks(CNNs

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关键词

atrial fibrillation,persistent atrial fibrillation,ablation,machine learning

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