Prediction Of Incident Af With Deep Learning Can Identify Patients At High Risk For Af-Related Stroke

John Pfeifer,Sushravya M. Raghunath,Alvaro Ulloa,Arun Nemani,Tanner Carbonati,Linyuan Jing,David Vanmaanen,Dustin Hartzel,Jeffrey Ruhl,Nathan J. Stoudt,Kipp W. Johnson,Noah Zimmerman,Joseph Leader,H. Lester Kirchner,Christoph Griessenauer,Ashraf Hafez,Christopher Good,Brandon Fornwalt,Christopher M. Haggerty

Circulation（2020）

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摘要

Background: Atrial fibrillation (AF) is associated with stroke, especially when AF goes undetected. Deep neural networks (DNN) can predict incident AF from a 12-lead resting ECG. We hypothesize tha...

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关键词

Stroke,Atrial fibrillation,Deep learning,Cardiology,Medicine,Artificial intelligence,Deep neural networks,Internal medicine

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