Inferring pediatric knee skeletal maturity from MRI using deep learning.

Journal: Skeletal radiology
Published Date: Feb 20, 2022

Abstract

PURPOSE: Many children who undergo MR of the knee to evaluate traumatic injury may not undergo a separate dedicated evaluation of their skeletal maturity, and we wished to investigate how accurately skeletal maturity could be automatically inferred from knee MRI using deep learning to offer this additional information to clinicians.

Authors

  • John R Zech
    Department of Medicine, California Pacific Medical Center, San Francisco, California, United States of America.
  • Giuseppe Carotenuto
    Department of Radiology, Columbia University Irving Medical Center/New York-Presbyterian Hospital, 622 W 168th St., NY, 10032, New York, USA.
  • Diego Jaramillo
    Department of Radiology, Columbia University Irving Medical Center/Children's Hospital of New York, 3959 Broadway, NY, 10032, New York, USA.

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