Pierre‐Marc Jodoin - Publications, H-index & Citations

Pierre‐Marc Jodoin

universite de sherbrooke

38H指数

179论文数

1.2W被引数

收录论文 46

发表时间

Leveraging rotational equivariance for reinforcement learning in tractography 利用旋转等变性进行纤维束成像强化学习

Medical Image Analysis

IF11.8

2026-08-04

OAAI

Fabian Leander Sinzinger; Antoine Théberge; Pierre-Marc Jodoin; Maxime Descoteaux; Rodrigo Moreno

Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation 时空超声心动图分割中的无监督域适应强化学习

IEEE Transactions on Medical Imaging

IF9.8

2026-05-15

PREAI

Arnaud Judge; Nicolas Duchateau; Thierry Judge; Roman A. Sandler; Joseph Z. Sokol; Christian Desrosiers; Olivier Bernard; Pierre-Marc Jodoin

BundleParc: Consistent white matter bundle parcellation without tractography BundleParc: 一致的白质束分裂而无纤维束成像

Medical Image Analysis

IF11.8

2026-04-24

OAAI

Antoine Théberge; Zineb El Yamani; Muhamed Barakovic; Stefano Magon; Joseph Yuan-Mou Yang; Maxime Descoteaux; François Rheault; Pierre-Marc Jodoin

Estimation of Segmental Longitudinal Strain in Transesophageal Echocardiography by Deep Learning 经食道超声心动图中基于深度学习的节段性纵向应变估计

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-09-04

OAAI

Anders 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

Exploring the robustness of TractOracle methods in RL-based tractography 探索基于强化学习的TractOracle方法在纤维束成像中的鲁棒性

Medical Image Analysis

IF11.8

2025-08-13

PREAI

Jeremi Levesque; Antoine Théberge; Maxime Descoteaux; Pierre-Marc Jodoin

Think deep in the tractography game: deep learning for tractography computing and analysis 在tractography游戏中深入思考：用于tractography计算和分析的深度学习

brain structure function

IF0

2025-06-16

PREAI

Fan Zhang; Antoine Théberge; Pierre-Marc Jodoin; Maxime Descoteaux; Lauren J. O’Donnell

What matters in reinforcement learning for tractography 在tractography的强化学习中什么是重要的

MEDICAL IMAGE ANALYSIS

IF11.8

2024-04-01

OAAI

Theberge, Antoine; Desrosiers, Christian; Bore, Arnaud; Descoteaux, Maxime; Jodoin, Pierre-Marc

Generative Sampling in Bundle Tractography using Autoencoders (GESTA)

MEDICAL IMAGE ANALYSIS

IF11.8

2023-04-01

OAAI

Legarreta, Jon Haitz; Petit, Laurent; Jodoin, Pierre-Marc; Descoteaux, Maxime

Echocardiography Segmentation With Enforced Temporal Consistency

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-10-01

OAAI

Painchaud, Nathan; Duchateau, Nicolas; Bernard, Olivier; Jodoin, Pierre-Marc

ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans

MEDICAL IMAGE ANALYSIS

IF11.8

2022-04-01

OAAI

Duran, Audrey; Dussert, Gaspard; Rouviere, Olivier; Jaouen, Tristan; Jodoin, Pierre-Marc; Lartizien, Carole

Generative Adversarial Networks in Cardiology

CANADIAN JOURNAL OF CARDIOLOGY

IF5.3

2022-02-01

OAAI

Skandarani, Youssef; Lalande, Alain; Afilalo, Jonathan; Jodoin, Pierre-Marc

Track-to-Learn: A general framework for tractography with deep reinforcement learning

MEDICAL IMAGE ANALYSIS

IF11.8

2021-08-01

OAAI

Theberge, Antoine; Desrosiers, Christian; Descoteaux, Maxime; Jodoin, Pierre-Marc

Filtering in tractography using autoencoders (FINTA)使用自动编码器在tractography中进行滤波 (FINTA)

MEDICAL IMAGE ANALYSIS

IF11.8

2021-08-01

OAAI

Legarreta, Jon Haitz; Petit, Laurent; Rheault, Francois; Theaud, Guillaume; Lemaire, Carl; Descoteaux, Maxime; Jodoin, Pierre-Marc

Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images Privacy-Net: 医学图像的身份混淆分割的对抗性方法

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-07-01

OAAI

Kim, Bach Ngoc; Dolz, Jose; Jodoin, Pierre-Marc; Desrosiers, Christian

LU-Net: A Multistage Attention Network to Improve the Robustness of Segmentation of Left Ventricular Structures in 2-D Echocardiography

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2020-12-01

OAAI

Leclerc, 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

Cardiac Segmentation With Strong Anatomical Guarantees

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-11-01

OAAI

Painchaud, Nathan; Skandarani, Youssef; Judge, Thierry; Bernard, Olivier; Lalande, Alain; Jodoin, Pierre-Marc

Free Water in White Matter Differentiates MCI and AD From Control Subjects

FRONTIERS IN AGING NEUROSCIENCE

IF4.5

2019-10-02

OAAI

Dumont, 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

Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2019-09-01

362

OAAI

Leclerc, 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

Convolutional Neural Network With Shape Prior Applied to Cardiac MRI Segmentation 基于形状先验的卷积神经网络在心脏MRI图像分割中的应用

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2019-05-01

145

PREAI

Zotti, Clement; Luo, Zhiming; Lalande, Alain; Jodoin, Pierre-Marc

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?用于自动MRI心脏多结构分割和诊断的深度学习技术: 问题解决了吗？

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2018-11-01

1.1K

OAAI

Bernard, 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

研究方向