Deep Learning Approach for Diagnosing Early Osteonecrosis of the Femoral Head Based on Magnetic Resonance Imaging.

Journal: The Journal of arthroplasty
PMID: 36243276

Abstract

BACKGROUND: The diagnosis of early osteonecrosis of the femoral head (ONFH) based on magnetic resonance imaging (MRI) is challenging due to variability in the surgeon's experience level. This study developed an MRI-based deep learning system to detect early ONFH and evaluated its feasibility in the clinic.

Authors

  • Xianyue Shen
    Department of Orthopedics, The Second Hospital of Jilin University.
  • Jia Luo
    Business School, Chengdu University, Chengdu, China.
  • Xiongfeng Tang
    Orthpoeadic Medical Center, Jilin University Second Hospital, Changchun, Jilin, China (mainland).
  • Bo Chen
  • Yanguo Qin
    Orthopedic Medical Center, Jilin University Second Hospital, Changchun, Jilin, China (mainland).
  • You Zhou
    Visionary Intelligence Ltd., Beijing, China.
  • Jianlin Xiao
    Department of Orthopedics, China-Japan Union Hospital of Jilin University, Changchun, Jilin province, PR China.

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