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

• Main Authors: Zhao Zhang (Author), Bor-Shyh Lin (Author), Chih-Wei Peng (Author), Bor-Shing Lin (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: 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...