AFSleepNet: Attention-Based Multi-View Feature Fusion Framework for Pediatric Sleep Staging

• Main Authors: Yunfeng Zhu (Author), Yunxiao Wu (Author), Zhiya Wang (Author), Ligang Zhou (Author), Chen Chen (Author), Zhifei Xu (Author), Wei Chen (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

The widespread prevalence of sleep problems in children highlights the importance of timely and accurate sleep staging in the diagnosis and treatment of pediatric sleep disorders. However, most existing sleep staging methods rely on one-dimensional raw polysomnograms or two-dimensional spectrograms,...