Differentiation of COVID-19 from other types of viral pneumonia and severity scoring on baseline chest radiographs: Comparison of deep learning with multi-reader evaluation

• Nastaran Enshaei,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Concordia Institute for Information Systems Engineering, Concordia University, Montreal, Quebec, Canada

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• Arash Mohammadi,

  Roles Formal analysis, Methodology, Software, Supervision, Validation, Writing – review & editing

  Affiliation Concordia Institute for Information Systems Engineering, Concordia University, Montreal, Quebec, Canada

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• Farnoosh Naderkhani,

  Roles Formal analysis, Methodology, Software, Supervision, Validation, Writing – review & editing

  Affiliation Concordia Institute for Information Systems Engineering, Concordia University, Montreal, Quebec, Canada

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• Nick Daneman,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Medicine, Division of Infectious Diseases, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

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• Rawan Abu Mughli,

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

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• Reut Anconina,

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

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• Ferco H. Berger,

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

  https://orcid.org/0000-0003-3696-2554

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• Robert Andrew Kozak,

  Roles Data curation, Writing – review & editing

  Affiliation Biological Sciences Platform, Sunnybrook Research Institute and Shared Hospital Laboratory, Toronto, Canada

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• Samira Mubareka,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Microbiology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

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• Ana Maria Villanueva Campos,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

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• Keshav Narang,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

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• Thayalasuthan Vivekanandan,

  Roles Data curation, Project administration, Resources, Writing – review & editing

  Affiliation Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

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• Adrienne Kit Chan,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Medicine, Division of Infectious Diseases, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

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• Philip Lam,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Medicine, Division of Infectious Diseases, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

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• Nisha Andany,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Medicine, Division of Infectious Diseases, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

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•  [ ... ],
• Anastasia Oikonomou

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Resources, Supervision, Validation, Writing – review & editing

  * E-mail: anastasia.oikonomou@sunnybrook.ca

  Affiliation Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada

  https://orcid.org/0000-0001-6996-237X

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