Explainable artificial intelligence models for predicting risk of suicide using health administrative data in Quebec

• Fatemeh Gholi Zadeh Kharrat ,

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

  * E-mail: fatemeh.gholi-zadeh-kharrat.1@ulaval.ca (FGZK); Jianli.wang@dal.ca (JW)

  Affiliations Institut Intelligence et Données (IID), Université Laval, Québec, Québec, Canada, Institut National de Santé Publique du Québec (INSPQ), Québec, Québec, Canada

  https://orcid.org/0000-0002-8039-3830

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• Christian Gagne,

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

  Affiliation Institut Intelligence et Données (IID), Université Laval, Québec, Québec, Canada

  https://orcid.org/0000-0003-3697-4184

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• Alain Lesage,

  Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

  Affiliations Department of Psychiatry and Addiction, Université de Montréal, Montreal, QC, Canada, Centre de Recherche de l’Institut Universitaire en Santé Mentale de Montréal, Québec, Canada

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• Geneviève Gariépy,

  Roles Conceptualization, Methodology, Writing – review & editing

  Affiliations Centre for Surveillance and Applied Research, Health Promotion and Chronic Disease Prevention Branch, Public Health Agency of Canada, Ottawa, Canada, Department of Social and Preventive Medicine, School of Public Health, University of Montreal, Montreal, Canada, Montreal Mental Health University Institute Research Center, Montreal, Canada

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• Jean-François Pelletier,

  Roles Conceptualization, Writing – review & editing

  Affiliations Department of Psychiatry and Addiction, Université de Montréal, Montreal, QC, Canada, Centre de Recherche de l’Institut Universitaire en Santé Mentale de Montréal, Québec, Canada

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• Camille Brousseau-Paradis,

  Roles Writing – review & editing

  Affiliations Department of Psychiatry and Addiction, Université de Montréal, Montreal, QC, Canada, Centre de Recherche de l’Institut Universitaire en Santé Mentale de Montréal, Québec, Canada

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• Louis Rochette,

  Roles Data curation, Writing – review & editing

  Affiliation Institut National de Santé Publique du Québec (INSPQ), Québec, Québec, Canada

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• Eric Pelletier,

  Roles Data curation, Writing – review & editing

  Affiliation Institut National de Santé Publique du Québec (INSPQ), Québec, Québec, Canada

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• Pascale Lévesque,

  Roles Conceptualization, Data curation, Writing – review & editing

  Affiliation Institut National de Santé Publique du Québec (INSPQ), Québec, Québec, Canada

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• Mada Mohammed,

  Roles Writing – review & editing

  Affiliation Department of Community Health and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, Canada

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• JianLi Wang

  Roles Funding acquisition, Investigation, Methodology, Supervision, Validation, Writing – review & editing

  * E-mail: fatemeh.gholi-zadeh-kharrat.1@ulaval.ca (FGZK); Jianli.wang@dal.ca (JW)

  Affiliation Department of Community Health and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, Canada

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