Optimal intensive care outcome prediction over time using machine learning

• Christopher Meiring,

  Roles Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft

  Affiliation Division of Anaesthesia, University of Cambridge, Cambridge, United Kingdom

  http://orcid.org/0000-0002-7758-0715

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• Abhishek Dixit,

  Roles Data curation, Formal analysis, Software, Writing – review & editing

  Affiliation Division of Anaesthesia, University of Cambridge, Cambridge, United Kingdom

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• Steve Harris,

  Roles Data curation, Resources, Software, Writing – review & editing

  Affiliation Bloomsbury Institute of Intensive Care Medicine, University College London, London, United Kingdom

  http://orcid.org/0000-0002-4982-1374

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• Niall S. MacCallum,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Bloomsbury Institute of Intensive Care Medicine, University College London, London, United Kingdom

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• David A. Brealey,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Bloomsbury Institute of Intensive Care Medicine, University College London, London, United Kingdom

  http://orcid.org/0000-0002-1982-3379

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• Peter J. Watkinson,

  Roles Data curation, Writing – review & editing

  Affiliation Nuffield Department of Clinical Neurosciences, University of Oxford, John Radcliffe Hospital, Oxford, United Kingdom

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• Andrew Jones,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Intensive Care, Guy’s and St. Thomas’ NHS Foundation Trust, St. Thomas’ Hospital, Westminster Bridge Road, Lambeth, London

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• Simon Ashworth,

  Roles Data curation, Writing – review & editing

  Affiliation Centre for Perioperative Medicine and Critical Care Research, Imperial College Healthcare NHS Trust, Praed St., London, United Kingdom

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• Richard Beale,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Intensive Care, Guy’s and St. Thomas’ NHS Foundation Trust, St. Thomas’ Hospital, Westminster Bridge Road, Lambeth, London

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• Stephen J. Brett,

  Roles Data curation, Writing – review & editing

  Affiliation Centre for Perioperative Medicine and Critical Care Research, Imperial College Healthcare NHS Trust, Praed St., London, United Kingdom

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• Mervyn Singer,

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

  Affiliation Bloomsbury Institute of Intensive Care Medicine, University College London, London, United Kingdom

  http://orcid.org/0000-0002-1042-6350

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• Ari Ercole

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  * E-mail: ae105@cam.ac.uk

  Affiliation Division of Anaesthesia, University of Cambridge, Cambridge, United Kingdom

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