Automated grading of chest x-ray images for viral pneumonia with convolutional neural networks ensemble and region of interest localization

• Asad Khan ,

  Contributed equally to this work with: Asad Khan, Muhammad Usman Akram, Sajid Nazir

  Roles Methodology, Visualization, Writing – review & editing

  Affiliation Computer and Software Engineering Department, National University of Sciences and Technology, Islamabad, Pakistan

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• Muhammad Usman Akram ,

  Contributed equally to this work with: Asad Khan, Muhammad Usman Akram, Sajid Nazir

  Roles Conceptualization, Methodology, Supervision, Writing – review & editing

  Affiliation Computer and Software Engineering Department, National University of Sciences and Technology, Islamabad, Pakistan

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• Sajid Nazir

  Contributed equally to this work with: Asad Khan, Muhammad Usman Akram, Sajid Nazir

  Roles Conceptualization, Funding acquisition, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: sajid.nazir@gcu.ac.uk

  Affiliation Department of Computing, Glasgow Caledonian University, Glasgow, United Kingdom

  https://orcid.org/0000-0001-7945-212X

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