Wearable Electrocardiogram Quality Assessment Using Wavelet Scattering and LSTM

Wearable Electrocardiogram Quality Assessment Using Wavelet Scattering and LSTM

As the fast development of wearable devices and Internet of things technologies, real-time monitoring of ECG signals is quite critical for cardiovascular diseases. However, dynamic ECG signals recorded in free-living conditions suffered from extremely serious noise pollution. Presently, most algorit...

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Bibliographic Details
Main Authors: Feifei Liu, Shengxiang Xia, Shoushui Wei, Lei Chen, Yonglian Ren, Xiaofei Ren, Zheng Xu, Sen Ai, Chengyu Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Physiology
Subjects:
dynamic electrocardiogram
signal-quality assessment
wavelet scattering
signal-quality index
long short-term memory network
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2022.905447/full

Internet

https://www.frontiersin.org/articles/10.3389/fphys.2022.905447/full

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