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Xuesha Tong on Muck Rack

Xuesha Tong

As seen in: Frontiers
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Articles

Interpretable two-stage deep learning for pediatric obstructive sleep apnea diagnosis using lateral cephalograms

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By Jiayi Zhang, Jiao Tan, Huiya Wang, Yue Zhao, Jinlin Song, Yang Liu, Xuesha Tong
| Frontiers
Abstract Objective: Obstructive sleep apnea-hypopnea syndrome (OSAHS) is a prevalent sleep-breathing disorder in pediatrics, yet early and accurate detection remains challenging due to the limited accessibility and efficiency of conventional diagnostic methods. This study aims to develop and validate an artificial intelligence framework that utilizes routine lateral cephalograms (LCs) to provide automated, accurate, and interpretable risk evaluations for pediatric OSAHS.
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