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

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

Yangyang Tong,1 Kuo Wen,2 Enguang Li,3 Fangzhu Ai,4 Ping Tang,5 Hongjuan Wen,3 Botang Guo5 1Department of Pulmonary Oncology, Affiliated Hospital of Changchun University of Traditional Chinese Medicine, Changchun, Jilin, 130117, People’s Republic of China; 2College of Traditional Chinese Medicine, C...

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Bibliographic Details
Main Authors: Tong Y, Wen K, Li E, Ai F, Tang P, Wen H, Guo B
Format: Article
Language:English
Published: Dove Medical Press 2025-06-01
Series:Nature and Science of Sleep
Subjects:
machine learning
risk prediction
sleep quality
OSA
SHAP
Online Access:https://www.dovepress.com/construction-and-validation-of-a-machine-learning-based-risk-predictio-peer-reviewed-fulltext-article-NSS
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