Deep learning-based algorithm for assessment of knee osteoarthritis severity in radiographs matches performance of radiologists.

Journal: Computers in biology and medicine
Published Date: Mar 23, 2021

Abstract

UNLABELLED: A fully-automated deep learning algorithm matched performance of radiologists in assessment of knee osteoarthritis severity in radiographs using the Kellgren-Lawrence grading system.

Authors

  • Albert Swiecicki
    Department of Electrical and Computer Engineering, Duke University, Durham, USA.
  • Nianyi Li
  • Jonathan O'Donnell
    Department of Radiology, Duke University, Durham, USA.
  • Nicholas Said
    Department of Radiology, Duke University, Durham, USA.
  • Jichen Yang
  • Richard C Mather
    Department of Orthopaedic Surgery, Duke University, Durham, USA.
  • William A Jiranek
    Department of Orthopaedic Surgery, Duke University, Durham, NC.
  • Maciej A Mazurowski
    Department of Radiology, Duke University School of Medicine, 2424 Erwin Road, Suite 302, Durham, NC, 27705, USA.

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