[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.

Afiliación

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 en Zh | MEDLINE | ID: mdl-35523551

Asunto(s)

Memoria a Corto Plazo; Redes Neurales de la Computación; Algoritmos; Arritmias Cardíacas/diagnóstico; Electrocardiografía; Humanos; Procesamiento de Señales Asistido por Computador

Palabras clave

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

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Redes Neurales de la Computación / Memoria a Corto Plazo Tipo de estudio: Diagnostic_studies / Guideline / Prognostic_studies Límite: Humans Idioma: Zh Revista: Sheng Wu Yi Xue Gong Cheng Xue Za Zhi Asunto de la revista: ENGENHARIA BIOMEDICA Año: 2022 Tipo del documento: Article

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