Artificial intelligence for dementia-Applied models and digital health.

Journal: Alzheimer's & dementia : the journal of the Alzheimer's Association
PMID:

Abstract

INTRODUCTION: The use of applied modeling in dementia risk prediction, diagnosis, and prognostics will have substantial public health benefits, particularly as "deep phenotyping" cohorts with multi-omics health data become available.

Authors

  • Donald M Lyall
    Institute of Health & Wellbeing, University of Glasgow, Glasgow, Scotland, United Kingdom.
  • Andrey Kormilitzin
    University of Oxford, United Kingdom of Great Britain and Northern Ireland. Electronic address: andrey.kormilitzin@psych.ox.ac.uk.
  • Claire Lancaster
    School of Psychology, University of Sussex, Brighton, UK.
  • Jose Sousa
    Personal Health Data Science, SANO-Centre for Computational Personalised Medicine, Krakow, Poland.
  • Fanny Petermann-Rocha
    School of Health and Wellbeing, College of Medical and Veterinary Sciences, University of Glasgow, Glasgow, UK.
  • Christopher Buckley
    GE Healthcare, Pollards Wood, Buckinghamshire, HP8 4SP, UK.
  • Eric L Harshfield
    Stroke Research Group, Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.
  • Matthew H Iveson
    Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK.
  • Christopher R Madan
    School of Psychology, University of Nottingham, Nottingham, UK.
  • RĂ­ona McArdle
    Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.
  • Danielle Newby
    Department of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK.
  • Vasiliki Orgeta
    Division of Psychiatry, University College London, London, UK.
  • Eugene Tang
    Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.
  • Stefano Tamburin
    Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.
  • Lokendra S Thakur
    Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
  • Ilianna Lourida
    University of Exeter Medical School, Exeter, UK.
  • David J Llewellyn
    University of Exeter Medical School, Exeter, United Kingdom.
  • Janice M Ranson
    University of Exeter Medical School, Exeter, United Kingdom.