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

• Autori principali: Huang Ling (Autore), Yao Luyuan (Autore), Li Xinxin (Autore), Dong Bingliang (Autore)
• Natura: Libro
• Pubblicazione: Frontiers Media S.A., 2022-11-01T00:00:00Z.
• Soggetti: article
• Accesso online: Connect to this object online.

IntroductionAccurate 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 clas...