Prediction of COVID-19 hospitalisation, ICU admission or death following ChAdOx1 vaccination using artificial intelligence: A clinical predictive model from the English RAVEN study

• Anshul Thakur ,

  Contributed equally to this work with: Anshul Thakur, Bernardo Meza-Torres

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

  Affiliation Institute of Biomedical Engineering, University of Oxford, Oxford, United Kingdom

  https://orcid.org/0000-0002-7006-1947

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• Bernardo Meza-Torres ,

  Contributed equally to this work with: Anshul Thakur, Bernardo Meza-Torres

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

  * E-mail: bernardo.meza-torres@phc.ox.ac.uk, bm0029@surrey.ac.uk

  Affiliation Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom

  https://orcid.org/0000-0001-6551-5484

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• Xuejuan Fan,

  Roles Data curation, Formal analysis, Investigation, Methodology

  Affiliation Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom

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• Rachel Byford,

  Roles Data curation, Formal analysis, Methodology, Project administration

  Affiliation Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom

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• Mark Joy,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Validation

  Affiliation Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom

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• Wilhelmine Meeraus,

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

  Affiliation Medical Evidence, Vaccines & Immune Therapies, AstraZeneca, Cambridge, United Kingdom

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• Sudhir Venkatesan,

  Roles Conceptualization, Methodology, Resources, Supervision, Validation

  Affiliation Medical and Payer Evidence Statistics, Biopharmaceuticals Medical, AstraZeneca, Cambridge, United Kingdom

  https://orcid.org/0000-0002-2093-5781

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• Sylvia Taylor,

  Roles Project administration, Supervision, Validation

  Affiliation Medical Evidence, Vaccines & Immune Therapies, AstraZeneca, Cambridge, United Kingdom

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• Simon de Lusignan,

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

  Affiliations Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom, Royal College of General Practitioners (RCGP) Research and Surveillance Centre (RSC), London, United Kingdom

  https://orcid.org/0000-0002-8553-2641

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• David A. Clifton

  Roles Conceptualization, Formal analysis, Investigation, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Institute of Biomedical Engineering, University of Oxford, Oxford, United Kingdom

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