The external validity of machine learning-based prediction scores from hematological parameters of COVID-19: A study using hospital records from Brazil, Italy, and Western Europe

• Ali Safdari,

  Roles Data curation, Formal analysis, Software, Writing – original draft

  Affiliation Department of Biological Sciences, Birla Institute of Technology and Science, Pilani, Hyderabad Campus, Hyderabad, Telangana, India

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• Chanda Sai Keshav ,

  Contributed equally to this work with: Chanda Sai Keshav, Deepanshu Mody, Kshitij Verma, Utsav Kaushal, Vaadeendra Kumar Burra

  Roles Data curation, Methodology, Software

  Affiliation Department of Biological Sciences, Birla Institute of Technology and Science, Pilani, Hyderabad Campus, Hyderabad, Telangana, India

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• Deepanshu Mody ,

  Contributed equally to this work with: Chanda Sai Keshav, Deepanshu Mody, Kshitij Verma, Utsav Kaushal, Vaadeendra Kumar Burra

  Roles Formal analysis, Methodology, Software, Validation

  Affiliation Department of Biological Sciences, Birla Institute of Technology and Science, Pilani, Hyderabad Campus, Hyderabad, Telangana, India

  https://orcid.org/0000-0002-9483-3227

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• Kshitij Verma ,

  Contributed equally to this work with: Chanda Sai Keshav, Deepanshu Mody, Kshitij Verma, Utsav Kaushal, Vaadeendra Kumar Burra

  Roles Data curation, Formal analysis

  Affiliation Department of Biological Sciences, Birla Institute of Technology and Science, Pilani, Hyderabad Campus, Hyderabad, Telangana, India

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• Utsav Kaushal ,

  Contributed equally to this work with: Chanda Sai Keshav, Deepanshu Mody, Kshitij Verma, Utsav Kaushal, Vaadeendra Kumar Burra

  Roles Formal analysis, Methodology, Software, Validation, Visualization

  Affiliation Department of Biological Sciences, Birla Institute of Technology and Science, Pilani, Hyderabad Campus, Hyderabad, Telangana, India

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• Vaadeendra Kumar Burra ,

  Contributed equally to this work with: Chanda Sai Keshav, Deepanshu Mody, Kshitij Verma, Utsav Kaushal, Vaadeendra Kumar Burra

  Roles Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation Department of Biological Sciences, Birla Institute of Technology and Science, Pilani, Hyderabad Campus, Hyderabad, Telangana, India

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• Sibnath Ray,

  Roles Conceptualization, Formal analysis, Investigation

  Affiliation Gencrest Private Limited, 301-302, B-Wing, Corporate Center, Mumbai, India

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• Debashree Bandyopadhyay

  Roles Conceptualization, Funding acquisition, Investigation, Project administration, Resources, Software, Supervision, Validation, Writing – review & editing

  * E-mail: banerjee.debi@hyderabad.bits-pilani.ac.in

  Affiliation Department of Biological Sciences, Birla Institute of Technology and Science, Pilani, Hyderabad Campus, Hyderabad, Telangana, India

  https://orcid.org/0000-0003-4131-907X

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