Common misconceptions, hidden biases and modern challenges of dMRI tractography F Rheault, P Poulin, AV Caron, E St-Onge, M Descoteaux Journal of neural engineering 17 (1), 011001, 2020 | 101 | 2020 |
Within-brain classification for brain tumor segmentation M Havaei, H Larochelle, P Poulin, PM Jodoin International journal of computer assisted radiology and surgery 11, 777-788, 2016 | 84 | 2016 |
Tractostorm: The what, why, and how of tractography dissection reproducibility F Rheault, A De Benedictis, A Daducci, C Maffei, CMW Tax, ... Human brain mapping 41 (7), 1859-1874, 2020 | 78 | 2020 |
Tractography and machine learning: Current state and open challenges P Poulin, D Jörgens, PM Jodoin, M Descoteaux Magnetic resonance imaging 64, 37-48, 2019 | 72 | 2019 |
Learn to track: deep learning for tractography P Poulin, MA Côté, JC Houde, L Petit, PF Neher, KH Maier-Hein, ... Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 62 | 2017 |
TractoInferno - A large-scale, open-source, multi-site database for machine learning dMRI tractography P Poulin, G Theaud, F Rheault, E St-Onge, A Bore, E Renauld, ... Scientific Data 9 (1), 725, 2022 | 20 | 2022 |
Bundle-wise deep tracker: Learning to track bundle-specific streamline paths P Poulin, F Rheault, E St-Onge, PM Jodoin, M Descoteaux Proc. of the Int. Society for Magnetic Resonance in medicine ISMRM-ESMRMB, 2018, 2018 | 9 | 2018 |
FIESTA: Autoencoders for accurate fiber segmentation in tractography F Dumais, JH Legarreta, C Lemaire, P Poulin, F Rheault, L Petit, ... NeuroImage 279, 120288, 2023 | 6 | 2023 |
Towards a deep learning model for diffusion-aware tractogram filtering D Jörgens, P Poulin, R Moreno, PM Jodoin, M Descoteaux ISMRM 27th Annual Meeting & Exhibition, 11-16 May 2019, Montréal, QC, Canada, 2019 | 4 | 2019 |
Tractostorm: Rater reproducibility assessment in tractography dissection of the pyramidal tract F Rheault, A De Benedictis, A Daducci, C Maffei, CMW Tax, ... bioRxiv, 623892, 2019 | 1 | 2019 |