Detection of Left Atrial Enlargement Using a Convolutional Neural Network-Enabled Electrocardiogram

Detection of Left Atrial Enlargement Using a Convolutional Neural Network-Enabled Electrocardiogram

Background: Left atrial enlargement (LAE) can independently predict the development of a variety of cardiovascular diseases.Objectives: This study sought to develop an artificial intelligence approach for the detection of LAE based on 12-lead electrocardiography (ECG).Methods: The study population c...

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Bibliographic Details
Main Authors: Junrong Jiang, Hai Deng, Yumei Xue, Hongtao Liao, Shulin Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-12-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
left atrial enlargement (LAE)
convolutional neural network (CNN)
electrocardiogram (ECG)
echocardiography
artificial intelligence (AI)
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2020.609976/full

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