An open-source, automated machine learning approach for large-scale image retrieval for thoracic aorta analysis studies.

Journal: JAMIA open
Published Date: Jul 14, 2025

Abstract

OBJECTIVE: To develop an image retrieval pipeline capable of identifying specific series of thoracic aortic computed tomography (CT) scans from a diverse database.

Authors

  • Brian C Ayers
    Division of Cardiac Surgery, Massachusetts General Hospital, Boston, MA 02114, United States.
  • Aaron D Aguirre
  • Thoralf M Sundt
    Division of Cardiac Surgery, Massachusetts General Hospital, Boston, Massachusetts.
  • Michael T Lu
    Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston.
  • Arminder Jassar
    Division of Cardiac Surgery, Massachusetts General Hospital, Boston, MA 02114, United States.

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