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

• Hauptverfasser: Yunfeng Zhu (Verfasst von), Yunxiao Wu (Verfasst von), Zhiya Wang (Verfasst von), Ligang Zhou (Verfasst von), Chen Chen (Verfasst von), Zhifei Xu (Verfasst von), Wei Chen (Verfasst von)
• Format: Buch
• Veröffentlicht: IEEE, 2024-01-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: 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,...