Simplifying Multimodal With Single EOG Modality for Automatic Sleep Staging

• Main Authors: Yangxuan Zhou (Author), Sha Zhao (Author), Jiquan Wang (Author), Haiteng Jiang (Author), Zhenghe Yu (Author), Shijian Li (Author), Tao Li (Author), Gang Pan (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Polysomnography (PSG) recordings have been widely used for sleep staging in clinics, containing multiple modality signals (i.e., EEG and EOG). Recently, many studies have combined EEG and EOG modalities for sleep staging, since they are the most and the second most powerful modality for sleep stagin...