Replication of machine learning methods to predict treatment outcome with antidepressant medications in patients with major depressive disorder from STAR*D and CAN-BIND-1

• John-Jose Nunez,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Writing – original draft

  Affiliations Department of Psychiatry, University of British Columbia, Vancouver, Canada, Department of Computer Science, University of British Columbia, Vancouver, Canada

  https://orcid.org/0000-0002-1602-6382

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• Teyden T. Nguyen,

  Roles Conceptualization, Data curation, Investigation, Methodology, Software, Validation

  Affiliation Department of Computer Science, University of British Columbia, Vancouver, Canada

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• Yihan Zhou,

  Roles Conceptualization, Data curation, Investigation, Methodology, Software

  Affiliation Department of Computer Science, University of British Columbia, Vancouver, Canada

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• Bo Cao,

  Roles Conceptualization, Methodology, Supervision, Visualization, Writing – review & editing

  Affiliation Department of Psychiatry, University of Alberta, Edmonton, Canada

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• Raymond T. Ng,

  Roles Conceptualization, Methodology, Software, Supervision, Writing – review & editing

  Affiliation Department of Computer Science, University of British Columbia, Vancouver, Canada

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• Jun Chen,

  Roles Project administration, Writing – review & editing

  Affiliation Shanghai Mental Health Center, Shanghai, China

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• Benicio N. Frey,

  Roles Project administration, Writing – review & editing

  Affiliation Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Canada

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• Roumen Milev,

  Roles Conceptualization, Project administration, Writing – review & editing

  Affiliation Departments of Psychiatry and Psychology, Queen’s University, Kingston, Canada

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• Daniel J. Müller,

  Roles Conceptualization, Project administration, Writing – review & editing

  Affiliation Department of Psychiatry, University of Toronto, Toronto, Canada

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• Susan Rotzinger,

  Roles Conceptualization, Project administration, Writing – review & editing

  Affiliation Department of Psychiatry, University of Toronto, Toronto, Canada

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• Claudio N. Soares,

  Roles Conceptualization, Project administration, Writing – review & editing

  Affiliation Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Canada

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• Rudolf Uher,

  Roles Conceptualization, Methodology, Supervision, Writing – review & editing

  Affiliation Department of Psychiatry, Dalhousie University, Halifax, Canada

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• Sidney H. Kennedy,

  Roles Conceptualization, Funding acquisition, Project administration, Writing – review & editing

  Affiliation Department of Psychiatry, University of Toronto, Toronto, Canada

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• Raymond W. Lam

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

  * E-mail: r.lam@ubc.ca

  Affiliation Department of Psychiatry, University of British Columbia, Vancouver, Canada

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