CardiSort: a convolutional neural network for cross vendor automated sorting of cardiac MR images.

Journal: European radiology
Published Date: Apr 4, 2022

Abstract

OBJECTIVES: To develop an image-based automatic deep learning method to classify cardiac MR images by sequence type and imaging plane for improved clinical post-processing efficiency.

Authors

  • Ruth P Lim
    Austin Health, Melbourne, Australia. ruthplim74@gmail.com.
  • Stefan Kachel
    Austin Health, Melbourne, Australia.
  • Adriana D M Villa
    School of Biomedical Engineering and Imaging Sciences, King's College London, UK.
  • Leighton Kearney
    Austin Health, Melbourne, Australia.
  • Nuno Bettencourt
    Cardiovascular R & D Unit, University of Porto, Porto, Portugal.
  • Alistair A Young
    Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand.
  • Amedeo Chiribiri
    School of Biomedical Engineering and Imaging Sciences, King's College London, UK.
  • Cian M Scannell
    School of Biomedical Engineering and Imaging Sciences, King's College London, UK.

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