Robust PPG motion artifact detection using a 1-D convolution neural network.

Goh, Choon-Hian; Tan, Li Kuo; Lovell, Nigel H; Ng, Siew-Cheok; Tan, Maw Pin; Lim, Einly

Goh, Choon-Hian; Tan, Li Kuo; Lovell, Nigel H; Ng, Siew-Cheok; Tan, Maw Pin; Lim, Einly.

Afiliação

Goh CH; Department of Biomedical Engineering, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia; Graduate School of Biomedical Engineering, Faculty of Engineering, UNSW Sydney, New South Wales 2052, Australia; Department of Mechatronics and Biomedical Engineering, Lee Kong Chian Fac
Tan LK; Department of Biomedical Imaging, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia.
Lovell NH; Graduate School of Biomedical Engineering, Faculty of Engineering, UNSW Sydney, New South Wales 2052, Australia.
Ng SC; Department of Biomedical Engineering, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia.
Tan MP; Department of Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia; Department Medical Sciences, Faculty of Healthcare and Medical Sciences, Sunway University, 47500 Bandar Sunway, Malaysia.
Lim E; Department of Biomedical Engineering, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia. Electronic address: einly_lim@um.edu.my.

Comput Methods Programs Biomed ; 196: 105596, 2020 Nov.

Article em En | MEDLINE | ID: mdl-32580054

Assuntos

Artefatos; Fotopletismografia; Algoritmos; Frequência Cardíaca; Humanos; Movimento (Física); Redes Neurais de Computação; Reprodutibilidade dos Testes; Processamento de Sinais Assistido por Computador

Palavras-chave

Convolution neural network; Deep learning; Motion artifact detection; PPG signals

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Artefatos / Fotopletismografia Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Comput Methods Programs Biomed Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2020 Tipo de documento: Article País de publicação: Irlanda

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