Automatic Sleep Staging Algorithm Based on Time Attention Mechanism.

Feng, Li-Xiao; Li, Xin; Wang, Hong-Yu; Zheng, Wen-Yin; Zhang, Yong-Qing; Gao, Dong-Rui; Wang, Man-Qing

Feng, Li-Xiao; Li, Xin; Wang, Hong-Yu; Zheng, Wen-Yin; Zhang, Yong-Qing; Gao, Dong-Rui; Wang, Man-Qing.

Afiliação

Feng LX; Department of Computer Science, Chengdu University of Information Technology, Chengdu, China.
Li X; Department of Computer Science, Chengdu University of Information Technology, Chengdu, China.
Wang HY; Department of Computer Science, Chengdu University of Information Technology, Chengdu, China.
Zheng WY; Department of Computer Science, Chengdu University of Information Technology, Chengdu, China.
Zhang YQ; Department of Computer Science, Chengdu University of Information Technology, Chengdu, China.
Gao DR; Department of Biological Engineering, University of Electronic Science and Technology of China, Chengdu, China.
Wang MQ; Department of Computer Science, Chengdu University of Information Technology, Chengdu, China.

Front Hum Neurosci ; 15: 692054, 2021.

Article em En | MEDLINE | ID: mdl-34483864

Palavras-chave

Bi-directional gated recurrent unit; class balance strategy; conditional random field; sleep staging; time attention mechanism

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Front Hum Neurosci Ano de publicação: 2021 Tipo de documento: Article

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