Development and validation of a radiomics model using plain radiographs to predict spine fractures with posterior wall injury.

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: May 23, 2025

Abstract

PURPOSE: When spine fractures involve posterior wall damage, they pose a heightened risk of instability, consequently influencing treatment strategies. To enhance early diagnosis and refine treatment planning for these fractures, we implemented a radiomics analysis using deep learning techniques, based on both anteroposterior and lateral plain X-ray images.

Authors

  • Wangmi Liu
    Second Affiliated Hospital of Zhejiang University, Hangzhou, China.
  • Xiaxuan Zhang
    Anhui Medical University, Hefei, China.
  • Chengcheng Yu
    Second Affiliated Hospital of Zhejiang University, Hangzhou, China.
  • Dechao Chen
  • Kongjun Zhao
    Daishan First People's Hospital, Zhoushan, China.
  • Jianjun Liang
    Daishan First People's Hospital, Zhoushan, China. 14111210047@fudan.edu.cn.

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