Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression

• Seyed Mostafa Kia ,

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

  * E-mail: seyedmostafa.kia@donders.ru.nl

  Affiliations Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands, Department for Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands, Department of Psychiatry, University Medical Center Utrecht, Utrecht, The Netherlands

  https://orcid.org/0000-0002-7128-814X

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• Hester Huijsdens,

  Roles Conceptualization, Methodology, Software, Validation

  Affiliation Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands

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• Saige Rutherford,

  Roles Data curation, Resources, Software, Validation, Writing – original draft

  Affiliations Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands, Department for Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands

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• Augustijn de Boer,

  Roles Methodology, Software

  Affiliation Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands

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• Richard Dinga,

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

  Affiliations Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands, Department for Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands

  https://orcid.org/0000-0003-3040-1297

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• Thomas Wolfers,

  Roles Conceptualization, Data curation, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliations Department of Psychology, University of Oslo, Oslo, Norway, Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway

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• Pierre Berthet,

  Roles Validation

  Affiliations Department of Psychology, University of Oslo, Oslo, Norway, Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway

  https://orcid.org/0000-0002-6878-6842

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• Maarten Mennes,

  Roles Data curation

  Affiliation Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands

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• Ole A. Andreassen,

  Roles Data curation, Resources

  Affiliations Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway

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• Lars T. Westlye,

  Roles Data curation, Resources

  Affiliations Department of Psychology, University of Oslo, Oslo, Norway, Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway

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• Christian F. Beckmann,

  Roles Conceptualization, Funding acquisition, Resources, Supervision

  Affiliations Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands, Department for Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands, Centre for Functional MRI of the Brain, University of Oxford, Oxford, United Kingdom

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• Andre F. Marquand

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

  Affiliations Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands, Department for Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands, Department of Neuroimaging, Institute of Psychiatry, King’s College London, London, United Kingdom

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