1. Smith L, Jackson SE, Vancampfort D, et al. Sexual behavior and suicide attempts among adolescents aged 12–15 years from 38 countries: A global perspective. Psychiatry Research. 2020;287:112564. doi:10.1016/j.psychres.2019.112564
2. Centers for Disease Control and Prevention. Web-based injury statistics query and reporting system (WISQARS) [WWW Document]. Published online 2019. https://www.cdc.gov/injury/wisqars/LeadingCauses.html
3. Drees. Suicide : enjeux éthiques de la prévention, singularités du suicide à l’adolescence. Observatoire national du suicide. Published online 2018.
4. Castellví P, Lucas-Romero E, Miranda-Mendizábal A, et al. Longitudinal association between self-injurious thoughts and behaviors and suicidal behavior in adolescents and young adults: A systematic review with meta-analysis. Journal of Affective Disorders. 2017;215:37-48. doi:10.1016/j.jad.2017.03.035
5. Janssen E, Spilka S, Beck F. Suicide, santé mentale et usages de substances psychoactives chez les adolescents français en 2014. Revue d’Épidémiologie et de Santé Publique. 2017;65(6):409-417. doi:10.1016/j.respe.2017.06.004
6. Toomey RB, Syvertsen AK, Flores M. Are Developmental Assets Protective Against Suicidal Behavior? Differential Associations by Sexual Orientation. Journal of Youth and Adolescence. 2019;48(4):788-801. doi:10.1007/s10964-018-0954-y
7. Rimes KA, Shivakumar S, Ussher G, Baker D, Rahman Q, West E. Psychosocial Factors Associated With Suicide Attempts, Ideation, and Future Risk in Lesbian, Gay, and Bisexual Youth: The Youth Chances Study. Crisis. 2019;40(2):83-92. doi:10.1027/0227-5910/a000527
8. Mustanski B, Liu RT. A Longitudinal Study of Predictors of Suicide Attempts Among Lesbian, Gay, Bisexual, and Transgender Youth. Arch Sex Behav. 2013;42(3):437-448. doi:10.1007/s10508-012-0013-9
9. Taliaferro LA, Muehlenkamp JJ. Nonsuicidal Self-Injury and Suicidality Among Sexual Minority Youth: Risk Factors and Protective Connectedness Factors. Academic Pediatrics. 2017;17(7):715-722. doi:10.1016/j.acap.2016.11.002
10. Padilla YC, Crisp C, Rew DL. Parental Acceptance and Illegal Drug Use among Gay, Lesbian, and Bisexual Adolescents: Results from a National Survey. Social Work. 2010;55(3):265-275. doi:10.1093/sw/55.3.265
11. di Giacomo E, Krausz M, Colmegna F, Aspesi F, Clerici M. Estimating the Risk of Attempted Suicide Among Sexual Minority Youths: A Systematic Review and Meta-analysis. JAMA Pediatrics. 2018;172(12):1145. doi:10.1001/jamapediatrics.2018.2731
12. Marshal MP, Dietz LJ, Friedman MS, et al. Suicidality and Depression Disparities Between Sexual Minority and Heterosexual Youth: A Meta-Analytic Review. Journal of Adolescent Health. 2011;49(2):115-123. doi:10.1016/j.jadohealth.2011.02.005
13. Miranda-Mendizábal A, Castellví P, Parés-Badell O, et al. Sexual orientation and suicidal behaviour in adolescents and young adults: systematic review and meta-analysis. British Journal of Psychiatry. 2017;211(2):77-87. doi:10.1192/bjp.bp.116.196345
14. Williams AJ, Jones C, Arcelus J, Townsend E, Lazaridou A, Michail M. A systematic review and meta-analysis of victimisation and mental health prevalence among LGBTQ+ young people with experiences of self-harm and suicide. De Luca V, ed. PLOS ONE. 2021;16(1):e0245268. doi:10.1371/journal.pone.0245268
15. Reisner SL, Biello K, Perry NS, Gamarel KE, Mimiaga MJ. A compensatory model of risk and resilience applied to adolescent sexual orientation disparities in nonsuicidal self-injury and suicide attempts. American Journal of Orthopsychiatry. 2014;84(5):545-556. doi:10.1037/ort0000008
16. Arnarsson A, Sveinbjornsdottir S, Thorsteinsson EB, Bjarnason T. Suicidal risk and sexual orientation in adolescence: A population-based study in Iceland. Scand J Public Health. 2015;43(5):497-505. doi:10.1177/1403494815585402
17. Hidaka Y, Operario D, Takenaka M, Omori S, Ichikawa S, Shirasaka T. Attempted suicide and associated risk factors among youth in urban Japan. Soc Psychiat Epidemiol. 2008;43(9):752-757. doi:10.1007/s00127-008-0352-y
18. Turpin RE, Rosario AD, Dyer TV. Substance Use and Suicide Attempts Among Adolescent Males Who Are Members of a Sexual Minority: A Comparison of Synthesized Substance-Use Measures. American Journal of Epidemiology. 2020;189(9):900-909. doi:10.1093/aje/kwaa055
19. Bae SM. The prediction model of suicidal thoughts in Korean adults using Decision Tree Analysis: A nationwide cross-sectional study. De Luca V, ed. PLoS ONE. 2019;14(10):e0223220. doi:10.1371/journal.pone.0223220
20. Deo RC. Machine Learning in Medicine. Circulation. 2015;132(20):1920-1930. doi:10.1161/CIRCULATIONAHA.115.001593
21. Cox CR, Moscardini EH, Cohen AS, Tucker RP. Machine learning for suicidology: A practical review of exploratory and hypothesis-driven approaches. Clinical Psychology Review. 2020;82:101940. doi:10.1016/j.cpr.2020.101940
22. van Mens K, de Schepper C, Wijnen B, et al. Predicting future suicidal behaviour in young adults, with different machine learning techniques: A population-based longitudinal study. Journal of Affective Disorders. 2020;271:169-177. doi:10.1016/j.jad.2020.03.081
23. Jousselme C, Cosquer M, Hassler C. Portraits d’adolescents: Enquête Épidémiologique Multicentrique En Milieu Scolaire En 2013.; 2015.
24. Gradus JL, Rosellini AJ, Horváth-Puhó E, et al. Prediction of Sex-Specific Suicide Risk Using Machine Learning and Single-Payer Health Care Registry Data From Denmark. JAMA Psychiatry. 2020;77(1):25. doi:10.1001/jamapsychiatry.2019.2905
25. Burke TA, Jacobucci R, Ammerman BA, Alloy LB, Diamond G. Using machine learning to classify suicide attempt history among youth in medical care settings. Journal of Affective Disorders. 2020;268:206-214. doi:10.1016/j.jad.2020.02.048
26. Jiang Y, Reilly-Chammat R, Cooper T, Viner-Brown S. Disparities in Health Risk Behaviors and Health Conditions Among Rhode Island Sexual Minority and Unsure High School Students. J School Health. 2018;88(11):803-812. doi:10.1111/josh.12688
27. alcool.be. consommation problematique melange de substances. Published 2021. alcool.be/consommation-problematique-melange-de-substances
28. Khanipour H, Hakim Shooshtari M, Bidaki R. Suicide Probability in Adolescents With a History of Childhood Maltreatment: The Role of Non-Suicidal Self-Injury, Emotion Regulation Difficulties, and Forms of Self-Criticism. Int J High Risk Behav Addict. 2016;5(2):e23675. doi:10.5812/ijhrba.23675
29. O’Connor RC, Noyce R. Personality and cognitive processes: Self-criticism and different types of rumination as predictors of suicidal ideation. Behaviour Research and Therapy. 2008;46(3):392-401. doi:10.1016/j.brat.2008.01.007
30. DeHaan S, Kuper LE, Magee JC, Bigelow L, Mustanski BS. The Interplay between Online and Offline Explorations of Identity, Relationships, and Sex: A Mixed-Methods Study with LGBT Youth. The Journal of Sex Research. 2013;50(5):421-434. doi:10.1080/00224499.2012.661489
31. Ybarra ML, Mitchell KJ, Palmer NA, Reisner SL. Online social support as a buffer against online and offline peer and sexual victimization among U.S. LGBT and non-LGBT youth. Child Abuse & Neglect. 2015;39:123-136. doi:10.1016/j.chiabu.2014.08.006
32. D’Augelli AR, Grossman AH, Salter NP, Vasey JJ, Starks MT, Sinclair KO. Predicting the suicide attempts of lesbian, gay, and bisexual youth. Suicide Life Threat Behav. 2005;35(6):646-660. doi:10.1521/suli.2005.35.6.646
33. Montoro R, Thombs B, Igartua KJ. L’association des dimensions de l’orientation sexuelle, du harcèlement et du suicide : quelles minorités sexuelles sont les plus à risque ? smq. 2016;40(3):55-75. doi:10.7202/1034911ar
34. Whitaker K, Shapiro VB, Shields JP. School-Based Protective Factors Related to Suicide for Lesbian, Gay, and Bisexual Adolescents. Journal of Adolescent Health. 2016;58(1):63-68. doi:10.1016/j.jadohealth.2015.09.008
35. Price-Feeney M, Green AE, Dorison SH. Suicidality Among Youth Who are Questioning, Unsure of, or Exploring Their Sexual Identity. The Journal of Sex Research. 2021;58(5):581-588. doi:10.1080/00224499.2020.1832184
36. Muller A. Virtual communities and translation into physical reality in the ‘It Gets Better’ project. Journal of Media Practice. 2012;12(3):269-277. doi:10.1386/jmpr.12.3.269_1