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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Detalhes bibliográficos

Principais autores:	Shiyu Zhang, Haihong Zhang, Zhiping Lin, Soon Huat Ng
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2022-08-01
Colecção:	Franklin Open
Assuntos:	Ballistocardiography Recursive deep learning Heartbeat detection
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2773186322000019
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