Interpretable brain age prediction using linear latent variable models of functional connectivity

• Ricardo Pio Monti ,

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

  * E-mail: ricardo.monti08@gmail.com

  Affiliations Gatsby Computational Neuroscience Unit, University College London, London, United Kingdom, RIKEN Center for Advanced Intelligence Project (AIP), Kyoto, Japan

  http://orcid.org/0000-0002-7823-4961

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• Alex Gibberd,

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

  Affiliation Department of Mathematics & Statistics, Lancaster University, Bailrigg, United Kingdom

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• Sandipan Roy,

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

  Affiliation Department of Mathematical Sciences, University of Bath, Bath, United Kingdom

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• Matthew Nunes,

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

  Affiliation Department of Mathematical Sciences, University of Bath, Bath, United Kingdom

  http://orcid.org/0000-0002-4719-2690

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• Romy Lorenz,

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

  Affiliations MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom, Department of Psychology, Stanford University, Stanford, CA, United States of America

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• Robert Leech,

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Centre for Neuroimaging Science, Kings College London, London, United Kingdom

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• Takeshi Ogawa,

  Roles Data curation, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institute International (ATR), Kyoto, Japan

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• Motoaki Kawanabe,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations RIKEN Center for Advanced Intelligence Project (AIP), Kyoto, Japan, Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institute International (ATR), Kyoto, Japan

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• Aapo Hyvärinen

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Université Paris-Saclay, Inria, 91190 Palaiseau, France, Department of Computer Science and HIIT, University of Helsinki, Helsinki, Finland

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