A method to screen left ventricular dysfunction through ECG based on convolutional neural network

Objective This study aims to develop an artificial intelligence‐based method to screen patients with left ventricular ejection fraction (LVEF) of 50% or lesser using electrocardiogram (ECG) data alone. Methods Convolutional neural network (CNN) is a class of deep neural networks, which has been wide...

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Veröffentlicht in:Journal of cardiovascular electrophysiology 2021-04, Vol.32 (4), p.1095-1102
Hauptverfasser: Sun, Jin‐Yu, Qiu, Yue, Guo, Hong‐Cheng, Hua, Yang, Shao, Bo, Qiao, Yu‐Cong, Guo, Jin, Ding, Han‐Lin, Zhang, Zhen‐Ye, Miao, Ling‐Feng, Wang, Ning, Zhang, Yu‐Min, Chen, Yan, Lu, Juan, Dai, Min, Zhang, Chang‐Ying, Wang, Ru‐Xing
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Sprache:eng
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