Reconstruct 12-lead ECG from II-lead： based on an improved generative adversarial network model

Reconstruct 12-lead ECG from II-lead： based on an improved generative adversarial network model

Electrocardiogram (ECG) provides essential clues for detecting heart diseases, and more and more smart devices are developed to monitor the ECG signals. However, due to the convenience of use, only limited leads of ECG signals are measured from such smart devices, which may significantly affect the...

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Bibliographic Details
Main Authors: Zeng Chaoquan, Luo Wei, Wang Senlin, Dai Lingfeng, Chen Hao
Format: Article
Language:zho
Published: National Computer System Engineering Research Institute of China 2025-04-01
Series:Dianzi Jishu Yingyong
Subjects:
electrocardiogram
generative adversarial network
transformer
u-net
Online Access:http://www.chinaaet.com/article/3000171267
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