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Construction and Validation of a Machine Learning-Based Risk Prediction Model for Sleep Quality in Patients with OSA

Hejia Wan1, Yifan Li2, Fei Xu3

  • 1School of Nursing (Nursing School of Smart Healthcare Industry), Henan University of Chinese Medicine, Zhengzhou, People's Republic of China.

Nature and Science of Sleep
|July 17, 2025
PubMed
Abstract

No abstract available in PubMed .

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Sleep Apnea01:21

Sleep Apnea

Sleep apnea is a condition where breathing stops intermittently during sleep, often leading to significant health issues. Each episode can last from 10 to 20 seconds or more and is frequently accompanied by a brief arousal from sleep. This disturbance, largely unnoticed by the individual, can lead to severe daytime fatigue. Commonly, individuals seek help after being informed by their partners about loud snoring and noticeable breathing pauses during sleep.
The condition is more prevalent among...
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