An Effective and Interpretable Sleep Stage Classification Approach Using Multi-Domain Electroencephalogram and Electrooculogram Features

Accurate sleep staging is critical for assessing sleep quality and diagnosing sleep disorders. Recent research efforts on automated sleep staging have focused on complex deep learning architectures that have achieved modest improvements in classification accuracy but have limited real-world applicab...

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Bibliographic Details
Main Authors: Xin Xu, Bei Zhang, Tingting Xu, Junyi Tang
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Bioengineering
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Online Access:https://www.mdpi.com/2306-5354/12/3/286
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