Automated delineation of orbital abscess depicted on CT scan using deep learning.

Journal: Medical physics
Published Date: Jul 1, 2021

Abstract

OBJECTIVES: To develop and validate a deep learning algorithm to automatically detect and segment an orbital abscess depicted on computed tomography (CT).

Authors

  • Roxana Fu
    Department of Ophthalmology, University of Pittsburgh, Pittsburgh, PA, 15213, USA.
  • Joseph K Leader
    Departments of Radiology and Bioengineering, University of Pittsburgh, Pittsburgh, PA, 15213, USA.
  • Tejus Pradeep
    School of Medicine, Johns Hopkins University, Baltimore, MD, USA.
  • Junli Shi
    Departments of Radiology and Bioengineering, University of Pittsburgh, Pittsburgh, PA, 15213, USA.
  • Xin Meng
    Department of Radiology, The Third Affiliated Hospital of Qiqihar Medical University, Qiqihar, Heilongjiang, China.
  • Yanchun Zhang
    Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China.
  • Jiantao Pu
    Department of Radiology, University of Pittsburgh, Pittsburgh, PA, 15213, USA.

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