Louis Gagnon
Chercheur universitaire clinicien
Axe Oncologie
Publications
View all-
article Belbadaoui T, Forester A, Khalvati F, Gagnon L
Integrating chemotherapy, radiotherapy, and O6-methylguanine-DNA methyltransferase (MGMT) status with deep-learning cellular tumor volumetry sharpens prediction of glioblastoma r…
Neurooncol Adv 8 (1), 2026.
-
article LaBella D, Schumacher K, Mix M, Leu K, McBurney-Lin S, Nedelec P, Villanueva-Meyer J, Raleigh DR, Shapey J, Vercauteren T, Chia K, Ivory M, Barfoot T, Al-Salihi O, Leu J, Halasz LM, Velichko Y, Wang C, Kirkpatrick JP, Floyd SR, Reitman ZJ, Mullikin TC, Vaios EJ, Bagci U, Sachdev S, Hattangadi-Gluth JA, Seibert TM, Farid N, Puett C, Pease MW, Shiue K, Anwar SM, Faghani S, Taylor P, Warman P, Albrecht J, Jakab A, Moassefi M, Chung V, Chai R, Aristizabal A, Karargyris A, Kassem H, Pati S, Sheller M, Maleki N, Saluja R, Kofler F, Schwarz CG, Lohmann P, Vollmuth P, Gagnon L, Adewole M, Hongwei B L, Kazerooni AF, Tahon NH, Anazodo U, Moawad AW, Menze B, Linguraru MG, Aboian M, Wiestler B, Baid U, Conte GM, Rauschecker AM, Nada A, Abayazeed AH, Huang R, de Verdier MC, Rudie JD, Bakas S, Calabrese E
The 2024 Brain Tumor Segmentation Challenge Meningioma Radiotherapy (BraTS-MEN-RT) dataset
Sci Data 13 (1), 2026.
-
article Gagnon L, Gupta D, Nguyen U, Correia de Verdier M, Saluja R, Mastorakos G, White N, Goodwill V, McDonald CR, Beaumont T, Conlin C, Seibert TM, Hattangadi-Gluth J, Kesari S, Schulte JD, Piccioni D, Schmainda KM, Farid N, Dale AM, Rudie JD
The University of California San Diego Post-Treatment Glioblastoma (UCSD-PTGBM) annotated multimodal MRI Dataset
Sci Data 13 (1), 2026.
Projects
- Optimisation et développement de nouveaux biomarqueurs d'imagerie cérébrales à l'aide de l'IRM de Diffusion combinée à l'Intelligence Artificielle, from 2024-07-01 to 2028-06-30
- Multiscale modeling of Magnetic Resonance Imaging, from 2024-04-01 to 2029-03-31
- Multiscale modeling of Magnetic Resonance Imaging, from 2024-04-01 to 2029-03-31
- Enhancing the PARADIM platform to bridge the gap between data and AI in medical imaging, from 2024-09-01 to 2027-08-31
- Fonds de démarrage pour chercheurs en debut de carrière – Bourse de recrutement étudiant, from 2024-07-01 to 2028-06-30
- Optimisation et développement de nouveaux biomarqueurs d'imagerie cérébrales à l'aide de l'IRM de Diffusion combinée à l'Intelligence Artificielle, from 2024-07-01 to 2028-06-30
- Imagerie quantitative multi-échelle et multi-modale des tumeurs cérébrales, from 2025-06-01 to 2027-03-01
- First-Principle modeling of Diffusion MRI in Brain tumor, from 2025-09-01 to 2027-08-31
- Microscopic modeling of diffusion MRI in brain tumors from histology slices, from 2023-12-05 to 2025-03-31
- Deep Learning segmentation of cellular tumor from multishell diffusion MRI, from 2024-07-01 to 2026-06-30
- Validation of Deep Learning segmentation of cellular tumor from multishell Diffusion, from 2024-05-01 to 2026-04-30
- Oxygenation mapping in brain tumors with qBOLD MRI, from 2024-04-01 to 2026-03-31