Construction of a sleep staging prediction model for obstructive sleep apnea patients based on hypoxia parameters

Construction of a sleep staging prediction model for obstructive sleep apnea patients based on hypoxia parameters

Objective To compare the differences in hypoxia parameters between rapid eye movement（REM）and non - rapid eye movement（NREM）sleep stages in patients with obstructive sleep apnea（OSA）and to construct an artificial neural network（ANN）sleep staging prediction model. Methods A retrospective analysis was...

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Bibliographic Details
Main Author: YANG Mengdie，PENG Cheng，CUI Yiran，XU Shaorong，WANG Yan
Format: Article
Language:zho
Published: The Editorial Department of Chinese Journal of Clinical Research 2025-06-01
Series:Zhongguo linchuang yanjiu
Subjects:
obstructive sleep apnea
hypoxia parameter
sleep staging
predictive modeling
polysomnography
Online Access:http://zglcyj.ijournals.cn/zglcyj/ch/reader/create_pdf.aspx?file_no=20250618
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