Prediction of intraoperative press-fit stability of the acetabular cup in total hip arthroplasty using radiomics-based machine learning models.

Journal: European journal of radiology
PMID: 39321656

Abstract

BACKGROUND: Preoperative prediction of the acetabular cup press-fit stability in total hip arthroplasty is necessary for clinical decision-making. This study aims to establish and validate machine learning models to investigate the feasibility of predicting the intraoperative press-fit stability of the acetabular cup in total hip arthroplasty (THA).

Authors

  • Bin He
    Clinical Translational Medical Center, The Affiliated Dongguan Songshan Lake Central Hospital, Guangdong Medical University, Dongguan, Guangdong, China.
  • Xin Zhang
    First Department of Infectious Diseases, The First Affiliated Hospital of China Medical University, Shenyang, China.
  • Shengwang Peng
    School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China.
  • Dong Zeng
  • Haicong Chen
    Joint Surgery Department of Orthopedic Center, Affiliated Hospital of Guangdong Medical University Zhanjiang 524001, Guangdong, China.
  • Zhenming Liang
    Joint Surgery Department of Orthopedic Center, Affiliated Hospital of Guangdong Medical University Zhanjiang 524001, Guangdong, China.
  • Huan Zhong
    Joint Surgery Department of Orthopedic Center, Affiliated Hospital of Guangdong Medical University Zhanjiang 524001, Guangdong, China. Electronic address: zhh7218@qq.com.
  • Hanbin Ouyang
    Joint Surgery Department of Orthopedic Center, Affiliated Hospital of Guangdong Medical University Zhanjiang 524001, Guangdong, China. Electronic address: Robin85@163.com.

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