Predicting Secondary Vertebral Compression Fracture After Vertebral Augmentation via CT-Based Machine Learning Radiomics-Clinical Model.

Journal: Academic radiology
Published Date:

Abstract

RATIONALE AND OBJECTIVES: Secondary vertebral compression fractures (SVCF) are very common in patients after vertebral augmentation (VA). The aim of this study was to establish a radiomic-based model to predict SVCF and specify appropriate treatment strategies.

Authors

  • Xiaokun Wang
    Department of Anesthesiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin 300060, China.
  • Wu Ye
    Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China (X.W., W.Y., Y.G., Y.G., H.W., Y.Z., D.P., X.G., W.C.).
  • Yao Gu
    School of Physics, Hefei University of Technology, Hefei 230009, China.
  • Yu Gao
    Department of Radiology Center, The First Affiliated Hospital of Xinxiang Medical University, Xin Xiang, China.
  • Haofan Wang
    Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China (X.W., W.Y., Y.G., Y.G., H.W., Y.Z., D.P., X.G., W.C.).
  • Yitong Zhou
    Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China (X.W., W.Y., Y.G., Y.G., H.W., Y.Z., D.P., X.G., W.C.).
  • Dishui Pan
    Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China (X.W., W.Y., Y.G., Y.G., H.W., Y.Z., D.P., X.G., W.C.).
  • Xuhui Ge
    Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China (X.W., W.Y., Y.G., Y.G., H.W., Y.Z., D.P., X.G., W.C.).
  • Wei Liu
    Department of Radiation Oncology, Mayo Clinic, Scottsdale, AZ, United States.
  • Weihua Cai
    Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China (X.W., W.Y., Y.G., Y.G., H.W., Y.Z., D.P., X.G., W.C.). Electronic address: caiwhspine@sina.com.