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Zhipeng Yang

Fudan University

Beijing West District Baiyun Load 10th

Shanghai, 100045

China

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Development and Validation of Novel Machine Learning-Derived Obstructive Sleep Apnea Prediction Tools Using Multiple Obesity Indicators

Number of pages: 35 Posted: 29 Dec 2023
Xiaoyue Zhu, Chenyang Li, Xiaoting Wang, Zhipeng Yang, Yupu Liu, Lei Zhao, Yu Peng, Xinyi Li, Hongliang Yi, Jian Guan, Huajun Xu and Shankai Yin
Shanghai Jiao Tong University (SJTU), Shanghai Jiao Tong University (SJTU), Shanghai Jiao Tong University (SJTU), Fudan University, Shanghai Jiao Tong University (SJTU), Shanghai Jiao Tong University (SJTU), Shanghai Jiao Tong University (SJTU), Shanghai Jiao Tong University (SJTU) - Department of Otolaryngology Head and Neck Surgery, Shanghai Jiao Tong University (SJTU) - Department of Otolaryngology Head and Neck Surgery, Shanghai Jiao Tong University (SJTU) - Department of Otolaryngology Head and Neck Surgery, Shanghai Jiao Tong University (SJTU) - Department of Otolaryngology Head and Neck Surgery and Shanghai Jiao Tong University (SJTU) - Department of Otolaryngology Head and Neck Surgery
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Obstructive sleep apnea, Obesity indicators, Prediction model, Machine learning, Light gradient boosting machine