Fangyuan Chen

Tsinghua University

Beijing, 100084

China

  • Tsinghua University

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DeepQCT: Predicting Fragility Fracture from High-Resolution Peripheral Quantitative CT Using Deep Learning

Number of pages: 22 Posted: 03 Apr 2024
Fangyuan Chen, Lijia Cui, Qiao Jin, Yushuo Wu, Jiaqi Li, Yan Jiang, Wei Liu, Yue Chi, Ruizhi Jiajue, Qianqian Pang, Ou Wang, Mei Li, Xiaoping Xing, Wei Yu, Xuegong Zhang and Weibo Xia
Tsinghua University, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Department of Endocrinology, Tsinghua University - School of Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, Tsinghua University - Department of Automation, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Department of Radiology, Tsinghua University - School of Medicine and Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Department of Endocrinology
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Abstract:

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Deep learning, Prediction model, Fragility fracture, Osteoporosis, High-resolution peripheral quantitative CT (HR-pQCT), Volumetric bone mineral density, Bone microarchitecture