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Open access Oct 2026

Physiology-informed spectral-temporal learning with confidence-aware evaluation for single-channel EEG sleep staging

Automated sleep staging from single-channel electroencephalography (EEG) may reduce acquisition burden. Limited spatial information and inter-subject variability, however, make prediction difficult. We evaluated a physiology-informed spectral-temporal framework for single-channel EEG sleep-stage classificati...

Chun-Ming Shih, Bo-Han Lv, Liang-Fan Zhai et al. · 0 citations

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