Automated and precise heartbeat detection in ballistocardiography signals using bidirectional LSTM

Automated and precise heartbeat detection in ballistocardiography signals using bidirectional LSTM

Ballistocardiography (BCG) provides an unobtrusive, mechanical measurement of heartbeat for early detection and longitudinal monitoring of cardiovascular conditions, although it is plagued by poor signal to noise ratio. Despite tremendous efforts over the last decade in related advanced signal proce...

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Bibliographic Details
Main Authors: Shiyu Zhang, Haihong Zhang, Zhiping Lin, Soon Huat Ng
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:Franklin Open
Subjects:
Ballistocardiography
Recursive deep learning
Heartbeat detection
Online Access:http://www.sciencedirect.com/science/article/pii/S2773186322000019

Internet

http://www.sciencedirect.com/science/article/pii/S2773186322000019

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