| Harmonization of diffusion MRI measures is crucial for white matter tract normative assessment in ADNI M Descoteaux, G Girard, M Edde, F Dumais, M Dumont, JC Houde, ... Alzheimer's Association International Conference, 2024 | | 2024 |
| Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning A Judge, T Judge, N Duchateau, RA Sandler, JZ Sokol, O Bernard, ... arXiv preprint arXiv:2406.17902, 2024 | | 2024 |
| What matters in reinforcement learning for tractography A Théberge, C Desrosiers, A Boré, M Descoteaux, PM Jodoin Medical Image Analysis 93, 103085, 2024 | 1 | 2024 |
| TractOracle: towards an anatomically-informed reward function for RL-based tractography A Théberge, M Descoteaux, PM Jodoin arXiv preprint arXiv:2403.17845, 2024 | | 2024 |
| Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification N Painchaud, PY Courand, PM Jodoin, N Duchateau, O Bernard arXiv preprint arXiv:2401.07796, 2024 | | 2024 |
| IFT 603/IFT 712–Techniques d’apprentissage PM Jodoin | | 2024 |
| Asymmetric contour uncertainty estimation for medical image segmentation T Judge, O Bernard, WJ Cho Kim, A Gomez, A Chartsias, PM Jodoin International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 2 | 2023 |
| 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 |
| Merging multiple input descriptors and supervisors in a deep neural network for tractogram filtering D Jörgens, PM Jodoin, M Descoteaux, R Moreno arXiv preprint arXiv:2307.05786, 2023 | 2 | 2023 |
| Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use? HJ Ling, N Painchaud, PY Courand, PM Jodoin, D Garcia, O Bernard International Conference on Functional Imaging and Modeling of the Heart …, 2023 | 5 | 2023 |
| Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation BN Kim, J Dolz, PM Jodoin, C Desrosiers International Conference on Information Processing in Medical Imaging, 717-729, 2023 | | 2023 |
| From Machine Learning to Deep Learning PM Jodoin, N Duchateau, C Desrosiers AI and Big Data in Cardiology: A Practical Guide, 35-56, 2023 | 1 | 2023 |
| Generative sampling in bundle tractography using autoencoders (GESTA) JH Legarreta, L Petit, PM Jodoin, M Descoteaux Medical Image Analysis 85, 102761, 2023 | 6 | 2023 |
| Gans for medical image synthesis: An empirical study Y Skandarani, PM Jodoin, A Lalande Journal of Imaging 9 (3), 69, 2023 | 150 | 2023 |
| Temporal Brain Networks Database A Rossi, S Deslauriers-Gauthier, E Natale | 1 | 2023 |
| Determination of white-matter neurodegenerative disease biomarkers PM Jodoin, M Descoteaux US Patent App. 17/503,253, 2023 | 1 | 2023 |
| Neural teleportation M Armenta, T Judge, N Painchaud, Y Skandarani, C Lemaire, ... Mathematics 11 (2), 480, 2023 | 11 | 2023 |
| Processing of tractography results using an autoencoder JHL Gorrono, M Descoteaux, PM Jodoin US Patent App. 17/337,413, 2022 | | 2022 |
| 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 | 16 | 2022 |
| Clustering in tractography using autoencoders (CINTA) JH Legarreta, L Petit, PM Jodoin, M Descoteaux International Workshop on Computational Diffusion MRI, 125-136, 2022 | 5 | 2022 |
Janusz KonradProfessor of Electrical and Computer Engineering, Boston UniversityVerified email at bu.edu