A machine learning based exploration of COVID-19 mortality risk

• Mahdi Mahdavi ,

  Contributed equally to this work with: Mahdi Mahdavi, Hadi Choubdar, Erfan Zabeh

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

  Affiliations Institute of Medical Science and Technology (IMSAT), Shahid Beheshti University, Tehran, Iran, Department of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran

  https://orcid.org/0000-0002-1951-738X

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• Hadi Choubdar ,

  Contributed equally to this work with: Mahdi Mahdavi, Hadi Choubdar, Erfan Zabeh

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

  Affiliations Institute of Medical Science and Technology (IMSAT), Shahid Beheshti University, Tehran, Iran, Department of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran

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• Erfan Zabeh ,

  Contributed equally to this work with: Mahdi Mahdavi, Hadi Choubdar, Erfan Zabeh

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

  Affiliation Department of Biomedical Engineering, Columbia University, New York, NY, United States of America

  https://orcid.org/0000-0002-9312-9617

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• Michael Rieder,

  Roles Data curation, Funding acquisition, Investigation, Resources, Validation, Visualization, Writing – review & editing

  Affiliations Robarts Research Institute, University of Western Ontario, London, ON, Canada, Department of Paediatrics, Children’s Hospital of Western Ontario, London, ON, Canada, Department of Medicine, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada, CIHR-GSK Chair in Pediatric Clinical Pharmacology, Children’s Health Research Institute, London, ON, Canada

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• Safieddin Safavi-Naeini,

  Roles Funding acquisition, Investigation, Resources, Validation, Visualization, Writing – review & editing

  Affiliation CIARS (Centre for Intelligent Antenna and Radio Systems), Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada

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• Zsolt Jobbagy,

  Roles Validation, Visualization, Writing – review & editing

  Affiliation Department of Pathology, Immunology and Molecular Pathology, Rutgers New Jersey Medical School, Newark, NJ, United States of America

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• Amirata Ghorbani,

  Roles Validation, Visualization, Writing – review & editing

  Affiliation Department of Electrical Engineering, Stanford University, Stanford, CA, United States of America

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• Atefeh Abedini,

  Roles Data curation, Investigation, Resources, Validation, Visualization, Writing – review & editing

  Affiliation Chronic Respiratory Diseases Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran

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• Arda Kiani,

  Roles Data curation, Formal analysis, Investigation, Validation, Visualization, Writing – review & editing

  Affiliation Tracheal Diseases Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran

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• Vida Khanlarzadeh,

  Roles Investigation, Validation, Visualization, Writing – review & editing

  Affiliation Department of Medicine, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada

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• Reza Lashgari,

  Roles Investigation, Methodology, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Institute of Medical Science and Technology (IMSAT), Shahid Beheshti University, Tehran, Iran

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• Ehsan Kamrani

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: ekamrani@uwaterloo.ca

  Affiliations Robarts Research Institute, University of Western Ontario, London, ON, Canada, CIARS (Centre for Intelligent Antenna and Radio Systems), Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada

  https://orcid.org/0000-0002-0919-1179

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