Cross-Granular Collaborative Recognition of Cortical Arousal and Sleep Stages from Photoplethysmography

Cross-Granular Collaborative Recognition of Cortical Arousal and Sleep Stages from Photoplethysmography 150 150 IEEE Transactions on Biomedical Engineering (TBME)

Abstract:

Objective: Recognition of cortical arousal and sleep stages is pivotal for diagnosing sleep disorders, yet it hinges on labor-intensive manual scoring. Current intelligent approaches treat these two tasks as separate entities and heavily rely on electroencephalograms or other physiological signals, constraining their accessibility and practical application. Methods: In this paper, …

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