Pre-processing methods in chest X-ray image classification.

Journal: PloS one
Published Date: Apr 5, 2022

Abstract

BACKGROUND: The SARS-CoV-2 pandemic began in early 2020, paralyzing human life all over the world and threatening our security. Thus, the need for an effective, novel approach to diagnosing, preventing, and treating COVID-19 infections became paramount.

Authors

  • Agata Giełczyk
    Bydgoszcz University of Science and Technology, Bydgoszcz, Poland.
  • Anna Marciniak
    Bydgoszcz University of Science and Technology, Bydgoszcz, Poland.
  • Martyna Tarczewska
    Bydgoszcz University of Science and Technology, Bydgoszcz, Poland.
  • Zbigniew Lutowski
    Faculty of Telecommunications, Computer Science and Electrical Engineering, Bydgoszcz University of Science and Technology, 85-796 Bydgoszcz, Poland.

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