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A Siamese Network-Based Method for Improving the Performance of Sleep Staging with Single-Channel EEG

Sleep staging is of critical significance to the diagnosis of sleep disorders, and the electroencephalogram (EEG), which is used for monitoring brain activity, is commonly employed in sleep staging. In this paper, we propose a novel method for improving the performance of sleep staging models based...

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Detalles Bibliográficos
Autores principales: You, Yuyang, Guo, Xiaoyu, Yang, Zhihong, Shan, Wenjing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9953225/
https://www.ncbi.nlm.nih.gov/pubmed/36830864
http://dx.doi.org/10.3390/biomedicines11020327