Estimating the conditional probability of developing human papilloma virus related oropharyngeal cancer by combining machine learning and inverse Bayesian modelling

• Prerna Tewari ,

  Contributed equally to this work with: Prerna Tewari, Eugene Kashdan

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

  * E-mail: tewarip@tcd.ie

  Affiliations Department Histopathology and Morbid Anatomy, Trinity College Dublin, Dublin, Ireland, Molecular Pathology Research, Coombe Women & Infants University Hospital, Dublin, Ireland

  https://orcid.org/0000-0001-7111-875X

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• Eugene Kashdan ,

  Contributed equally to this work with: Prerna Tewari, Eugene Kashdan

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

  Affiliation School of Medicine, University College Dublin, Dublin, Ireland

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• Cathal Walsh,

  Roles Methodology, Validation, Writing – review & editing

  Affiliation Department Mathematics and Statistics, University of Limerick, Limerick, Ireland

  https://orcid.org/0000-0001-6599-9562

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• Cara M. Martin,

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

  Affiliations Department Histopathology and Morbid Anatomy, Trinity College Dublin, Dublin, Ireland, Molecular Pathology Research, Coombe Women & Infants University Hospital, Dublin, Ireland

  https://orcid.org/0000-0001-8411-8564

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• Andrew C. Parnell,

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

  Affiliation Hamilton Institute, Insight Centre for Data Analytics, Maynooth University, Kildare, Ireland

  https://orcid.org/0000-0001-7956-7939

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• John J. O’Leary

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

  Affiliations Department Histopathology and Morbid Anatomy, Trinity College Dublin, Dublin, Ireland, Molecular Pathology Research, Coombe Women & Infants University Hospital, Dublin, Ireland

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