Non-standardized Patch-based ECG Lead together with Deep Learning based Algorithm for Automatic Screening of Atrial Fibrillation.

Dakun Lai,Yuxiang Bu,Ye Su,Xinshu Zhang,Chang-Sheng Ma

IEEE Journal of Biomedical and Health Informatics（2020）

引用 30|浏览11

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摘要

This study was to assess the feasibility of using non-standardized single-lead electrocardiogram (ECG) monitoring to automatically detect atrial fibrillation (AF) with special emphasis on the combination of deep learning based algorithm and modified patch-based ECG lead. Fifty-five consecutive patients were monitored for AF in around 24 hours by patch-based ECG devices along with a standard 12-lea...

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关键词

Electrocardiography,Lead,Standards,Rhythm,Monitoring,Detection algorithms,Digital audio players

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