Multi-Modal Sleep Stage Classification With Two-Stream Encoder-Decoder

• Hauptverfasser: Zhao Zhang (Verfasst von), Bor-Shyh Lin (Verfasst von), Chih-Wei Peng (Verfasst von), Bor-Shing Lin (Verfasst von)
• Format: Buch
• Veröffentlicht: IEEE, 2024-01-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: Connect to this object online.

Sleep staging serves as a fundamental assessment for sleep quality measurement and sleep disorder diagnosis. Although current deep learning approaches have successfully integrated multimodal sleep signals, enhancing the accuracy of automatic sleep staging, certain challenges remain, as follows: 1) o...