Fully Automatic Deep Learning Model for Spine Refracture in Patients with OVCF: A Multi-Center Study.

Journal: Orthopaedic surgery
PMID:

Abstract

BACKGROUND: The reaserch of artificial intelligence (AI) model for predicting spinal refracture is limited to bone mineral density, X-ray and some conventional laboratory indicators, which has its own limitations. Besides, it lacks specific indicators related to osteoporosis and imaging factors that can better reflect bone quality, such as computed tomography (CT).

Authors

  • Xuetao Zhu
    Department of Orthopaedic Surgery, Qilu Hospital of Shandong University, Cheeloo College of Medicine of Shandong University, Jinan, P. R. China.
  • Dejian Liu
    Department of Orthopaedic Surgery, Qilu Hospital of Shandong University, Cheeloo College of Medicine of Shandong University, Jinan, P. R. China.
  • Lian Liu
    Foshan University, Foshan 528000, China. lian2004@163.com.
  • Jingxuan Guo
    Department of anesthesiology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China.
  • Zedi Li
    Department of Orthopaedic Surgery, Qilu Hospital of Shandong University, Cheeloo College of Medicine of Shandong University, Jinan, P. R. China.
  • Yixiang Zhao
    Department of Orthopaedic Surgery, Yantaishan Hospital, Yantai, China.
  • Tianhao Wu
    School of Mechanical Engineering and Automation, Beihang University, Beijing, China.
  • Kaiwen Liu
    Department of Orthopaedic Surgery, Qilu Hospital of Shandong University, Cheeloo College of Medicine of Shandong University, Jinan, P. R. China.
  • Xinyu Liu
    Institute of Medical Technology, Peking University Health Science Center, Beijing, China.
  • Xin Pan
    College of Food Science and Engineering, Nanjing University of Finance and Economics/Collaborative Innovation Center for Modern Grain Circulation and Safety, Nanjing 210023, People's Republic of China.
  • Lei Qi
  • Yuanqiang Zhang
    Department of Orthopedic Surgery, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing 100730, China; Beijing Key Laboratory for Genetic Research of Skeletal Deformity, Beijing 100730, China; Key Laboratory of Big Data for Spinal Deformities, Chinese Academy of Medical Sciences, Beijing 100730, China; DISCO (Deciphering disorders Involving Scoliosis and COmobidities) study group.
  • Lei Cheng
    State Key Laboratory of Oral Diseases, Sichuan University, Chengdu, China.
  • Bin Chen
    Department of Otorhinolaryngology, Shanghai Sixth People's Hospital, Shanghai Jiao Tong University, Shanghai 200233, China.