Multimodal sleep staging network based on obstructive sleep apnea

Multimodal sleep staging network based on obstructive sleep apnea

BackgroundAutomatic sleep staging is essential for assessing sleep quality and diagnosing sleep disorders. While previous research has achieved high classification performance, most current sleep staging networks have only been validated in healthy populations, ignoring the impact of Obstructive Sle...

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Bibliographic Details
Main Authors: Jingxin Fan, Mingfu Zhao, Li Huang, Bin Tang, Lurui Wang, Zhong He, Xiaoling Peng
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Computational Neuroscience
Subjects:
automatic sleep staging
obstructive sleep apnea
time-frequency representation
multi-scale feature extraction
transition rules
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2024.1505746/full
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https://www.frontiersin.org/articles/10.3389/fncom.2024.1505746/full

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