Comparison of manual versus automated measurement of Cobb angle in idiopathic scoliosis based on a deep learning keypoint detection technology.

Journal: European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society
Published Date: Oct 30, 2021

Abstract

PURPOSE: The present study compared manual and automated measurement of Cobb angle in idiopathic scoliosis based on deep learning keypoint detection technology.

Authors

  • Yu Sun
    Department of Neurology, China-Japan Friendship Hospital, Beijing, China.
  • Yaozhong Xing
    Department of Orthopedic Surgery, Beijing Chaoyang Hospital, Capital Medical University, 8 Gong Ti Nan Road, Chaoyang District, Beijing, 100020, China.
  • Zian Zhao
    School of Cyber Science and Technology, Beihang University, Beijing, 100191, China.
  • Xianglong Meng
    Department of Orthopedic Surgery, Beijing Chaoyang Hospital, Capital Medical University, 8 Gong Ti Nan Road, Chaoyang District, Beijing, 100020, China. spinesurgeonmeng@ccmu.edu.cn.
  • Gang Xu
    University Hospitals of Leicester NHS Trust; UK.
  • Yong Hai
    Department of Orthopedic Surgery, Beijing Chaoyang Hospital, Capital Medical University, 8 Gong Ti Nan Road, Chaoyang District, Beijing, 100020, China.

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