Articles with public access mandates - Pierre-Marc JodoinLearn more
Available somewhere: 35
Filtering in tractography using autoencoders (FINTA)
JH Legarreta, L Petit, F Rheault, G Theaud, C Lemaire, M Descoteaux, ...
Medical Image Analysis 72, 102126, 2021
Mandates: US National Institutes of Health, Fonds de recherche du Québec - Santé
Retrieval in long-surveillance videos using user-described motion and object attributes
G Castanon, M Elgharib, V Saligrama, PM Jodoin
IEEE Transactions on Circuits and Systems for Video Technology 26 (12), 2313 …, 2015
Mandates: Natural Sciences and Engineering Research Council of Canada
Privacy-net: an adversarial approach for identity-obfuscated segmentation of medical images
BN Kim, J Dolz, PM Jodoin, C Desrosiers
IEEE Transactions on Medical Imaging 40 (7), 1737-1749, 2021
Mandates: Natural Sciences and Engineering Research Council of Canada
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
Mandates: Wellcome Trust, Fonds de recherche du Québec - Nature et technologies
Automatic classification of tissues on pelvic MRI based on relaxation times and support vector machine
JA Zavala Bojorquez, PM Jodoin, S Bricq, PM Walker, F Brunotte, ...
PloS one 14 (2), e0211944, 2019
Mandates: Natural Sciences and Engineering Research Council of Canada
Cortical thickness analysis in operculo-insular epilepsy
S Obaid, A Tucholka, J Ghaziri, PM Jodoin, F Morency, M Descoteaux, ...
NeuroImage: Clinical 19, 727-733, 2018
Mandates: Canadian Institutes of Health Research, Fonds de recherche du Québec - Santé …
Prostate cancer semantic segmentation by gleason score group in bi-parametric MRI with self attention model on the peripheral zone
A Duran, PM Jodoin, C Lartizien
Medical Imaging with Deep Learning, 193-204, 2020
Mandates: Agence Nationale de la Recherche
Tract-profiling and bundle statistics: a test-retest validation study
M Cousineau, E Garyfallidis, MA Côté, PM Jodoin, M Descoteaux
Proc. Int. Soc. Magn. Reson. Med, 2016
Mandates: Natural Sciences and Engineering Research Council of Canada
Lying-pose detection with training dataset expansion
DX Xia, SZ Su, SZ Li, PM Jodoin
2014 IEEE International Conference on Image Processing (ICIP), 3377-3381, 2014
Mandates: National Natural Science Foundation of China
Generative sampling in bundle tractography using autoencoders (GESTA)
JH Legarreta, L Petit, PM Jodoin, M Descoteaux
Medical Image Analysis 85, 102761, 2023
Mandates: US National Institutes of Health, Fonds de recherche du Québec - Santé
FIESTA: Autoencoders for accurate fiber segmentation in tractography
F Dumais, JH Legarreta, C Lemaire, P Poulin, F Rheault, L Petit, ...
NeuroImage 279, 120288, 2023
Mandates: Michael J Fox Foundation
DORIS: A diffusion MRI-based 10 tissue class deep learning segmentation algorithm tailored to improve anatomically-constrained tractography
G Theaud, M Edde, M Dumont, C Zotti, M Zucchelli, ...
Frontiers in Neuroimaging 1, 917806, 2022
Mandates: US Department of Defense, US National Institutes of Health, Canadian …
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
Mandates: Natural Sciences and Engineering Research Council of Canada, Agence …
Clustering in tractography using autoencoders (CINTA)
JH Legarreta, L Petit, PM Jodoin, M Descoteaux
International Workshop on Computational Diffusion MRI, 125-136, 2022
Mandates: Fonds de recherche du Québec - Santé
Tractography filtering using autoencoders.
JH Legarreta, L Petit, F Rheault, G Theaud, C Lemaire, M Descoteaux, ...
Mandates: Fonds de recherche du Québec - Santé
Manifold-aware synthesis of high-resolution diffusion from structural imaging
B Anctil-Robitaille, A Théberge, PM Jodoin, M Descoteaux, C Desrosiers, ...
Frontiers in Neuroimaging 1, 930496, 2022
Mandates: Natural Sciences and Engineering Research Council of Canada, Fonds de …
What matters in reinforcement learning for tractography
A Théberge, C Desrosiers, A Boré, M Descoteaux, PM Jodoin
Medical Image Analysis 93, 103085, 2024
Mandates: Fonds de recherche du Québec - Nature et technologies
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
Mandates: Natural Sciences and Engineering Research Council of Canada
From Machine Learning to Deep Learning
PM Jodoin, N Duchateau, C Desrosiers
AI and Big Data in Cardiology: A Practical Guide, 35-56, 2023
Mandates: Agence Nationale de la Recherche
Anatomically Constrained Semi-supervised Learning for Echocardiography Segmentation
T Judge, A Judge, P Jodoin
Medical Imaging with Deep Learning, 2022
Mandates: Natural Sciences and Engineering Research Council of Canada
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