The diagnosis of femoroacetabular impingement can be made on pelvis radiographs using deep learning methods.

Journal: Joint diseases and related surgery
PMID:

Abstract

OBJECTIVES: The aim of this study was to evaluate diagnostic ability of deep learning models, particularly convolutional neural network models used for image classification, for femoroacetabular impingement (FAI) using hip radiographs.

Authors

  • Ebru Atalar
  • Kemal Üreten
    Department of Rheumatology, Faculty of Medicine, Kırıkkale University, 71450, Kırıkkale, Turkey. kemalureten@yahoo.com.
  • Ulunay Kanatlı
  • Murat Çiçeklidağ
    Department of Orthopaedics and Traumatology, Faculty of Medicine, Gazi University, Ankara TR 06570, Turkey.
  • İbrahim Kaya
  • Abdurrahman Vural
  • Yüksel Maraş
    Ankara Şehir Hastanesi, Romatoloji Kliniği, 06800 Çankaya, Ankara, Türkiye. ymaras@hotmail.com.