Automated Scoliosis Cobb Angle Classification in Biplanar Radiograph Imaging With Explainable Machine Learning Models.

Journal: Spine
Published Date:

Abstract

STUDY DESIGN: Retrospective cohort study.

Authors

  • Jennifer Yu
    Washington University School of Medicine, Department of Surgery, Section of Abdominal Transplant and Hepatobiliary Surgery, Saint Louis, MO, USA.
  • Yash S Lahoti
    Icahn School of Medicine at Mount Sinai, New York, NY.
  • Kyle C McCandless
    California Institute of Technology, Pasadena, CA.
  • Nikan K Namiri
    Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, California, U.S.A.; Department of Radiology and Biomedical Imaging and Center for Intelligent Imaging, University of California, San Francisco, San Francisco, California, U.S.A.
  • Matthew S Miyasaka
    Icahn School of Medicine at Mount Sinai, New York, NY.
  • Hamza Ahmed
    Department of Trauma and Orthopaedics, Salford Royal Hospital, Manchester, England, United Kingdom.
  • Junho Song
    Hospital for Special Surgery, New York, NY.
  • John J Corvi
    Icahn School of Medicine at Mount Sinai, New York, NY.
  • Daniel C Berman
    Icahn School of Medicine at Mount Sinai, New York, NY.
  • Samuel K Cho
    Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
  • Jun S Kim
    Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA.