Twitter/ @MarieCNavarroMy work focuses on the prediction of mental health problems (suicide, depression, anxiety…) among adolescents and young adults. My research utilizes machine learning approaches and national and international population-based cohorts (QLSCD, QLSKC, i-Share) to predict mental health problem.
I have a bachelor degree in biology from the University of Pau and Pays de l’Adour (UPPA) and a master in biostatistics from the Bordeaux School of Public Health (ISPED), in France. I completed a PhD, in Public Health, Biostatistics in the Healthy Team of the Bordeaux Population Health research center, in France. I am currently a post-doctoral fellow and I work on the EpiCov project, which studied the impact of Covid-19 health crisis on adolescents’ mental health.
- 2022 – : Postdoctoral fellow
- “Covid-19 health crisis and social inequalities in mental health in children and adolescents in France: Research using data from the EPICOV project”
- 2018 – 2022: PhD, Public Health, Biostatistics
- “Machine learning prediction of suicidal behaviors in adolescents and young adults “, under the supervision of Pr. Sylvana Côté and Dr. Massimiliano Orri
- 2014-2017: Master Public Health – Biostatistics (magna cum laude), Bordeaux School of Public Health (ISPED), University of Bordeaux.
- 2011-2017: Bachelor degree in Biology (cum laude), University of Pau and Pays de l’Adour (UPPA)
Oncioiu SI, Boivin M, Geoffroy M-C, Arseneault L, Galéra C, Navarro MC, Brendgen M, Vitaro F, Tremblay RE, Côté SM, Orri M. Mental health comorbidities following peer victimization across childhood and adolescence: a 20-year longitudinal study. Psychol Med. 2021:1-13. https://doi:10.1017/S0033291721003822
Macalli M*, Navarro MC*, Orri M, Tournier M, Thiébaut R, Côté SM, Tzourio C. A machine learning approach for predicting suicidal thoughts and behaviours among college students. Sci Rep. 2021;11(1):11363. https://doi.org/10.1038/s41598-021-90728-z
*Co-first authors
Navarro MC, Ouellet-Morin I, Geoffroy M-C, Boivin M, Tremblay RE, Côté SM, Orri M. Machine Learning Assessment of Early Life Factors Predicting Suicide Attempt in Adolescence or Young Adulthood. JAMA Netw Open. 2021;4(3):e211450. https://doi.org/10.1001/jamanetworkopen.2021.1450
Oncioiu SI, Orri M, Boivin M, Geoffroy M-C, Arseneault L, Brendgen M, Vitaro F, Navarro MC, Galéra C, Tremblay RE, Côté SM. Early Childhood Factors Associated With Peer Victimization Trajectories From 6 to 17 Years of Age. Pediatrics. 2020;145(5). https://doi.org/10.1542/peds.2019-2654
Navarro MC, Orri M, Nagin D, Tremblay RE, Oncioiu SI, Ahun MN, Melchior M, van der Waerden J, Galéra C, Côté SM. Adolescent internalizing symptoms: The importance of multi-informant assessments in childhood. J Affect Disord. 2020;266:702-709. https://doi.org/10.1016/j.jad.2020.01.106
