Combining explainable machine learning, demographic and multi-omic data to inform precision medicine strategies for inflammatory bowel disease

• Laura-Jayne Gardiner ,

  Contributed equally to this work with: Laura-Jayne Gardiner, Anna Paola Carrieri

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

  * E-mail: acarrieri@uk.ibm.com (APC); Laura-Jayne.Gardiner@ibm.com (LJG)

  Affiliation IBM Research Europe—Daresbury, The Hartree Centre, Warrington, United Kingdom

  https://orcid.org/0000-0002-9177-4452

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• Anna Paola Carrieri ,

  Contributed equally to this work with: Laura-Jayne Gardiner, Anna Paola Carrieri

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

  * E-mail: acarrieri@uk.ibm.com (APC); Laura-Jayne.Gardiner@ibm.com (LJG)

  Affiliation IBM Research Europe—Daresbury, The Hartree Centre, Warrington, United Kingdom

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• Karen Bingham,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation REPROCELL Europe Ltd, Glasgow, Scotland, United Kingdom

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• Graeme Macluskie,

  Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

  Affiliation REPROCELL Europe Ltd, Glasgow, Scotland, United Kingdom

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• David Bunton,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation REPROCELL Europe Ltd, Glasgow, Scotland, United Kingdom

  https://orcid.org/0000-0001-9262-1696

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• Marian McNeil,

  Roles Supervision

  Affiliation Precision Medicine Scotland Innovation Centre, Teaching and Learning Building, Queen Elizabeth University Hospital, Glasgow, Scotland, United Kingdom

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• Edward O. Pyzer-Knapp

  Roles Supervision, Writing – review & editing

  Affiliation IBM Research Europe—Daresbury, The Hartree Centre, Warrington, United Kingdom

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