Diagnostic performance of deep learning models versus radiologists in COVID-19 pneumonia: A systematic review and meta-analysis.

Journal: Clinical imaging
Published Date: Jan 26, 2024

Abstract

PURPOSE: Although several studies have compared the performance of deep learning (DL) models and radiologists for the diagnosis of COVID-19 pneumonia on CT of the chest, these results have not been collectively evaluated. We performed a meta-analysis of original articles comparing the performance of DL models versus radiologists in detecting COVID-19 pneumonia.

Authors

  • Mohammadreza Chavoshi
    Department of Radiology, Tehran University of Medical Sciences, Shariati Hospital, Tehran, Iran.
  • Sara Zamani
    School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.
  • Seyed Ali Mirshahvalad
    Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Canada. Electronic address: mirshahvalad.sa@gmail.com.

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