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Staging study of single-channel sleep EEG signals based on data augmentation

INTRODUCTION: Accurate sleep staging is an essential basis for sleep quality assessment and plays an important role in sleep quality research. However, the occupancy of different sleep stages is unbalanced throughout the sleep process, which makes the EEG datasets of different sleep stages have a cl...

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Detalles Bibliográficos
Autores principales: Ling, Huang, Luyuan, Yao, Xinxin, Li, Bingliang, Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9726872/
https://www.ncbi.nlm.nih.gov/pubmed/36504972
http://dx.doi.org/10.3389/fpubh.2022.1038742