Predicting self-harm within six months after initial presentation to youth mental health services: A machine learning study

• Frank Iorfino ,

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

  * E-mail: frank.iorfino@sydney.edu.au

  Affiliation Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia

  https://orcid.org/0000-0003-1109-0972

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• Nicholas Ho,

  Roles Formal analysis, Methodology, Visualization, Writing – review & editing

  Affiliation Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia

  https://orcid.org/0000-0001-9843-0866

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• Joanne S. Carpenter,

  Roles Data curation, Methodology, Validation, Writing – review & editing

  Affiliation Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia

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• Shane P. Cross,

  Roles Conceptualization, Writing – review & editing

  Affiliation Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia

  https://orcid.org/0000-0002-5413-8342

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• Tracey A. Davenport,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia

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• Daniel F. Hermens,

  Roles Data curation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia, Sunshine Coast Mind and Neuroscience Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia

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• Hannah Yee,

  Roles Investigation, Project administration, Writing – review & editing

  Affiliation Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia

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• Alissa Nichles,

  Roles Data curation, Methodology, Project administration, Writing – review & editing

  Affiliation Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia

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• Natalia Zmicerevska,

  Roles Data curation, Methodology, Project administration, Writing – review & editing

  Affiliation Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia

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• Adam Guastella,

  Roles Data curation, Writing – review & editing

  Affiliation Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia

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• Elizabeth Scott,

  Roles Conceptualization, Data curation, Writing – review & editing

  Affiliations Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia, St Vincent’s and Mater Clinical School, The University of Notre Dame, Sydney, NSW, Australia

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• Ian B. Hickie

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

  Affiliation Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia

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