Application of deep learning to identify COVID-19 infection in posteroanterior chest X-rays.

Journal: Clinical imaging
Published Date: Jul 24, 2021

Abstract

INTRODUCTION: The objective of this study was to assess seven configurations of six convolutional deep neural network architectures for classification of chest X-rays (CXRs) as COVID-19 positive or negative.

Authors

  • Jenish Maharjan
    Dascena, Inc., Houston, TX, United States. Electronic address: jmaharjan@dascena.com.
  • Jacob Calvert
    Dascena Inc., Hayward, California, USA.
  • Emily Pellegrini
  • Abigail Green-Saxena
    Dascena, Inc., USA.
  • Jana Hoffman
    Dascena Inc., San Francisco, CA, United States.
  • Andrea McCoy
    Cape Regional Medical Center, Cape May Court House, New Jersey, USA.
  • Qingqing Mao
    Dascena Inc., Hayward, California, USA.
  • Ritankar Das
    Dascena, Inc, Hayward, California, USA.

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