[Electrocardiogram signal classification algorithm of nested long short-term memory network based on focal loss function].

Xu, Shiyu; Mo, Site; Yan, Huijun; Huang, Hua; Wu, Jinhui; Zhang, Shaomin; Yang, Lin

Xu, Shiyu; Mo, Site; Yan, Huijun; Huang, Hua; Wu, Jinhui; Zhang, Shaomin; Yang, Lin.

Afiliação

Xu S; School of Electrical Engineering, Sichuan University, Chengdu 610065, P. R. China.
Mo S; School of Electrical Engineering, Sichuan University, Chengdu 610065, P. R. China.
Yan H; School of Electrical Engineering, Sichuan University, Chengdu 610065, P. R. China.
Huang H; School of Electrical Engineering, Sichuan University, Chengdu 610065, P. R. China.
Wu J; Department of Geriatrics, West China Hospital of Sichuan University, Chengdu 610041, P. R. China.
Zhang S; Department of Geriatrics, West China Hospital of Sichuan University, Chengdu 610041, P. R. China.
Yang L; School of Electrical Engineering, Sichuan University, Chengdu 610065, P. R. China.

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi ; 39(2): 301-310, 2022 Apr 25.

Article em Zh | MEDLINE | ID: mdl-35523551

Assuntos

Memória de Curto Prazo; Redes Neurais de Computação; Algoritmos; Arritmias Cardíacas/diagnóstico; Eletrocardiografia; Humanos; Processamento de Sinais Assistido por Computador

Palavras-chave

Arrhythmia; Focal loss; Nested long short-term memory network; Residual attention; Synthetic minority over-sampling technique

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação / Memória de Curto Prazo Tipo de estudo: Diagnostic_studies / Guideline / Prognostic_studies Limite: Humans Idioma: Zh Revista: Sheng Wu Yi Xue Gong Cheng Xue Za Zhi Assunto da revista: ENGENHARIA BIOMEDICA Ano de publicação: 2022 Tipo de documento: Article

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