Explainable artificial intelligence models for predicting risk of suicide using health administrative data in Quebec
Kharrat F, Gagne C, Lesage A, Gariépy G, Pelletier J, Brousseau-Paradis C, Rochette L, Pelletier E, Lévesque P, Mohammed M, Wang J. Explainable artificial intelligence models for predicting risk of suicide using health administrative data in Quebec. PLOS ONE 2024, 19: e0301117. PMID: 38568987, PMCID: PMC10990247, DOI: 10.1371/journal.pone.0301117.Peer-Reviewed Original ResearchConceptsQuebec Integrated Chronic Disease Surveillance SystemLogistic regressionChronic Disease Surveillance SystemPredicting risk of suicideMental health service planningPrimary care programsHealth administrative dataHealth service planningCommunity level variablesCase-control study designPositive predictive valueManaged care systemRisk of suicideDisease surveillance systemsCare programProvince of QuebecSubstance use disordersCare systemMental healthSuicide preventionCommunity factorsService planningAdministrative dataPopulation riskExperience of suicidal behaviors