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Pierre‐Marc Jodoin

universite de sherbrooke

38H-index
179Paper Count
1.2WCitation Count
Published Papers 46
Publication Date
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Leveraging rotational equivariance for reinforcement learning in tractography
errMedical Image Analysis
IF11.8
err2026-08-04
err0
errOAAI
errFabian Leander Sinzinger; Antoine Théberge; Pierre-Marc Jodoin; Maxime Descoteaux; Rodrigo Moreno
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Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation
errIEEE Transactions on Medical Imaging
IF9.8
err2026-05-15
err0
PREAI
errArnaud Judge; Nicolas Duchateau; Thierry Judge; Roman A. Sandler; Joseph Z. Sokol; Christian Desrosiers; Olivier Bernard; Pierre-Marc Jodoin
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BundleParc: Consistent white matter bundle parcellation without tractography
errMedical Image Analysis
IF11.8
err2026-04-24
err0
errOAAI
errAntoine Théberge; Zineb El Yamani; Muhamed Barakovic; Stefano Magon; Joseph Yuan-Mou Yang; Maxime Descoteaux; François Rheault; Pierre-Marc Jodoin
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errSave
Estimation of Segmental Longitudinal Strain in Transesophageal Echocardiography by Deep Learning
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-09-04
err0
errOAAI
errAnders Austlid Taskén; Thierry Judge; Erik Andreas Rye Berg; Jinyang Yu; Bjørnar Grenne; Frank Lindseth; Svend Aakhus; Pierre-Marc Jodoin; Nicolas Duchateau; Olivier Bernard; Gabriel Kiss
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Exploring the robustness of TractOracle methods in RL-based tractography
errMedical Image Analysis
IF11.8
err2025-08-13
err0
PREAI
errJeremi Levesque; Antoine Théberge; Maxime Descoteaux; Pierre-Marc Jodoin
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errSave
Think deep in the tractography game: deep learning for tractography computing and analysis
errbrain structure function
IF0
err2025-06-16
err0
PREAI
errFan Zhang; Antoine Théberge; Pierre-Marc Jodoin; Maxime Descoteaux; Lauren J. O’Donnell
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errSave
What matters in reinforcement learning for tractography
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-04-01
err1
errOAAI
errTheberge, Antoine; Desrosiers, Christian; Bore, Arnaud; Descoteaux, Maxime; Jodoin, Pierre-Marc
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Generative Sampling in Bundle Tractography using Autoencoders (GESTA)
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-04-01
err4
errOAAI
errLegarreta, Jon Haitz; Petit, Laurent; Jodoin, Pierre-Marc; Descoteaux, Maxime
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errSave
Echocardiography Segmentation With Enforced Temporal Consistency
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2022-10-01
err30
errOAAI
errPainchaud, Nathan; Duchateau, Nicolas; Bernard, Olivier; Jodoin, Pierre-Marc
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errSave
ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-04-01
err60
errOAAI
errDuran, Audrey; Dussert, Gaspard; Rouviere, Olivier; Jaouen, Tristan; Jodoin, Pierre-Marc; Lartizien, Carole
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Generative Adversarial Networks in Cardiology
errCANADIAN JOURNAL OF CARDIOLOGY
IF5.3
err2022-02-01
err23
errOAAI
errSkandarani, Youssef; Lalande, Alain; Afilalo, Jonathan; Jodoin, Pierre-Marc
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errSave
Track-to-Learn: A general framework for tractography with deep reinforcement learning
errMEDICAL IMAGE ANALYSIS
IF11.8
err2021-08-01
err11
errOAAI
errTheberge, Antoine; Desrosiers, Christian; Descoteaux, Maxime; Jodoin, Pierre-Marc
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errSave
Filtering in tractography using autoencoders (FINTA)
errMEDICAL IMAGE ANALYSIS
IF11.8
err2021-08-01
err23
errOAAI
errLegarreta, Jon Haitz; Petit, Laurent; Rheault, Francois; Theaud, Guillaume; Lemaire, Carl; Descoteaux, Maxime; Jodoin, Pierre-Marc
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errSave
Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2021-07-01
err16
errOAAI
errKim, Bach Ngoc; Dolz, Jose; Jodoin, Pierre-Marc; Desrosiers, Christian
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errSave
LU-Net: A Multistage Attention Network to Improve the Robustness of Segmentation of Left Ventricular Structures in 2-D Echocardiography
errIEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL
IF3.7
err2020-12-01
err32
errOAAI
errLeclerc, Sarah; Smistad, Erik; Ostvik, Andreas; Cervenansky, Frederic; Espinosa, Florian; Espeland, Torvald; Berg, Erik Andreas Rye; Belhamissi, Mourad; Israilov, Sardor; Grenier, Thomas; Lartizien, Carole; Jodoin, Pierre-Marc; Lovstakken, Lasse; Bernard, Olivier
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errSave
Cardiac Segmentation With Strong Anatomical Guarantees
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2020-11-01
err76
errOAAI
errPainchaud, Nathan; Skandarani, Youssef; Judge, Thierry; Bernard, Olivier; Lalande, Alain; Jodoin, Pierre-Marc
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errSave
Free Water in White Matter Differentiates MCI and AD From Control Subjects
errFRONTIERS IN AGING NEUROSCIENCE
IF4.5
err2019-10-02
err68
errOAAI
errDumont, Matthieu; Roy, Maggie; Jodoin, Pierre-Marc; Morency, Felix C.; Houde, Jean-Christophe; Xie, Zhiyong; Bauer, Cici; Samad, Tarek A.; Van Dijk, Koene R. A.; Goodman, James A.; Descoteaux, Maxime
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errSave
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2019-09-01
err362
errOAAI
errLeclerc, Sarah; Smistad, Erik; Pedrosa, Joao; Ostvik, Andreas; Cervenansky, Frederic; Espinosa, Florian; Espeland, Torvald; Berg, Erik Andreas Rye; Jodoin, Pierre-Marc; Grenier, Thomas; Lartizien, Carole; D'hooge, Jan; Lovstakken, Lasse; Bernard, Olivier
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errSave
Convolutional Neural Network With Shape Prior Applied to Cardiac MRI Segmentation
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2019-05-01
err145
PREAI
errZotti, Clement; Luo, Zhiming; Lalande, Alain; Jodoin, Pierre-Marc
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Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2018-11-01
err1.1K
errOAAI
errBernard, Olivier; Lalande, Alain; Zotti, Clement; Cervenansky, Frederick; Yang, Xin; Heng, Pheng-Ann; Cetin, Irem; Lekadir, Karim; Camara, Oscar; Gonzalez Ballester, Miguel Angel; Sanroma, Gerard; Napel, Sandy; Petersen, Steffen; Tziritas, Georgios; Grinias, Elias; Khened, Mahendra; Kollerathu, Varghese Alex; Krishnamurthi, Ganapathy; Rohe, Marc-Michel; Pennec, Xavier; Sermesant, Maxime; Isensee, Fabian; Jaeger, Paul; Maier-Hein, Klaus H.; Full, Peter M.; Wolf, Ivo; Engelhardt, Sandy; Baumgartner, Christian F.; Koch, Lisa M.; Wolterink, Jelmer M.; Isgum, Ivana; Jang, Yeonggul; Hong, Yoonmi; Patravali, Jay; Jain, Shubham; Humbert, Olivier; Jodoin, Pierre-Marc
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Y
Yoshua Bengio
H-index: 183 · Papers: 1.3K
D
Daniel Rueckert
H-index: 132 · Papers: 1.5K
P
Pheng‐Ann Heng
H-index: 108 · Papers: 1.0K
X
Xinbo Gao
H-index: 97 · Papers: 1.5K
S
Steffen E. Petersen
H-index: 94 · Papers: 907
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