Publications

Tractography: programming and artifical intelligence

• 1. [upcoming] Renauld, E., Poulin, P., Théberge, Larochelle, H., Théberge, A., Descoteaux., M. (2026?), A foundation for systematic analysis of transformers and RNNs for tractography.

  2. PhD thesis: Renauld, E. (2026) Apprentissage automatique dans le contexte de la tractographie (Université de Sherbrooke)

  3. Renauld, E. Boré, A., Poirier, C., Valcourt-Caron, A., Karan, P., Théberge, A., ... & Descoteaux, M.  (2026). Tractography analysis with the scilpy toolbox. Aperture Neuro, 6. Link

  4. Renauld, E., Théberge, A., Petit, L., Houde, J. C., & Descoteaux, M. (2023). Validate your white matter tractography algorithms with a reappraised ISMRM 2015 Tractography Challenge scoring system. Scientific report. Link

  5. Poulin, P., Theaud, G., Rheault, F., St-Onge, E., Bore, A., Renauld, E., ... & Descoteaux, M. (2021). TractoInferno: A large-scale, open-source, multi-site database for machine learning dMRI tractography. bioRxiv. Link and Scientific Data Link

MRI/EEG analysis in pathological populations

1. 1. Rayas-Hernandez, U. M., Renauld, E., Sedghi, S., Bouchard, A. E., Roy, O., Lenglos, C., & Fecteau, S. (2026). Electrophysiological correlates of resisting craving in adults with tobacco use disorders. Journal of Psychopharmacology, 02698811261449388. Link

   2. Roy, O., Levasseur-Moreau, J., Renauld, E., ... & Fecteau, S. (2026). Clinical Correlates of Resting-State Functional Magnetic Resonance Imaging in Military Personnel with Adulthood—Onset War—Related Post-Traumatic Stress Disorder. Brain Connectivity, 21580014261456366. Link.

   3. Bouchard, A. E., Dickler, M., Renauld, E., Lenglos, C., Ferland, F., Rouillard, C., ... & Fecteau, S. (2023). Cognitive and clinical correlates of resting-state fMRI in adults with gambling disorder. Euro neuropsychopharm - Euro Col  Neuropsychopharm, 68, 30-32.

   4. Bouchard, A. E., Dickler, M., Renauld, E., Lenglos, C.,  ... & Fecteau, S. (2021). Brain morphometry in adults with gambling disorder. Journal of Psychiatric Research.  Link

   5. Roy, O., Levasseur‐Moreau, J., Renauld, E., Hébert, L. J., Leblond, J., Bilodeau, M., & Fecteau, S. (2021). Whole‐brain morphometry in Canadian soldiers with posttraumatic stress disorder. Annals of the New York Academy of Sciences. Link

   6. Mondino, M., Lenglos C., Cinti A., Renauld E., Fecteau S. (2020). Eye tracking of smoking-related stimuli in tobacco use disorder: A proof-of-concept study combining attention bias modification with alpha-transcranial alternating current stimulation. Drug and Alcohol Dependence, 108152. Link