UBNet: Deep learning-based approach for automatic X-ray image detection of pneumonia and COVID-19 patients.

Journal: Journal of X-ray science and technology
Published Date: Jan 1, 2022

Abstract

BACKGROUND: Analysis of chest X-ray images is one of the primary standards in diagnosing patients with COVID-19 and pneumonia, which is faster than using PCR Swab method. However, accuracy of using X-ray images needs to be improved.

Authors

  • Chomsin S Widodo
    Department of Physics, Faculty of Mathematics and Natural Sciences, Brawijaya University, Malang, East Java, Indonesia.
  • Agus Naba
    Department of Physics, Faculty of Mathematics and Natural Sciences, Brawijaya University, Malang, East Java, Indonesia.
  • Muhammad M Mahasin
    Department of Physics, Faculty of Mathematics and Natural Sciences, Brawijaya University, Malang, East Java, Indonesia.
  • Yuyun Yueniwati
    Department of Physics, Faculty of Mathematics and Natural Sciences, Brawijaya University, Malang, East Java, Indonesia.
  • Terawan A Putranto
    Radiology Installation, Gatot Soebroto Army Hospital, Jakarta, Indonesia.
  • Pangeran I Patra
    Radiology Installation, Gatot Soebroto Army Hospital, Jakarta, Indonesia.

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