Development of an artificial intelligence model for predicting implant size in total knee arthroplasty using simple X-ray images.

Journal: Journal of orthopaedic surgery and research
PMID: 39192371

Abstract

BACKGROUND: Accurate estimation of implant size before surgery is crucial in preparing for total knee arthroplasty. However, this task is time-consuming and labor-intensive. To alleviate this burden on surgeons, we developed a reliable artificial intelligence (AI) model to predict implant size.

Authors

  • Yeuni Yu
    Biomedical Research Institute, School of Medicine, Pusan National University, Yangsan, Republic of Korea.
  • Yoon Jae Cho
    Department of Orthopaedic Surgery, School of Medicine, Pusan National University, Busan, Republic of Korea.
  • Sohee Park
    Department of Radiology and Research Institute of Radiology, Asan Medical Center, College of Medicine, University of Ulsan, 88 Olympic-ro 43 Gil, Songpa-gu, Seoul, 138736, South Korea.
  • Yun Hak Kim
    Department of Biomedical Informatics, School of Medicine, Pusan National University, Yangsan, Republic of Korea.
  • Tae Sik Goh
    Department of Orthopaedic Surgery, Biomedical Research Institute, Pusan National University Hospital, Pusan National University School of Medicine, Busan, 49241, Republic of Korea.

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