Pierre-Marc Jodoin

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 79

Top Venues

CoRR

Medical Image Anal.

IEEE Trans. Medical Imaging

IEEE Trans. Image Process.

Publications

Antoine Théberge, Maxime Descoteaux, Pierre-Marc Jodoin
TractOracle: towards an anatomically-informed reward function for RL-based tractography. CoRR (2024)
Arnaud Judge, Thierry Judge, Nicolas Duchateau, Roman A. Sandler, Joseph Z. Sokol, Olivier Bernard, Pierre-Marc Jodoin
Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning. CoRR (2024)
Nathan Painchaud, Pierre-Yves Courand, Pierre-Marc Jodoin, Nicolas Duchateau, Olivier Bernard
Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification. CoRR (2024)
Antoine Théberge, Christian Desrosiers, Arnaud Boré, Maxime Descoteaux, Pierre-Marc Jodoin
What matters in reinforcement learning for tractography. Medical Image Anal. 93 (2024)
Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers
Mixup-Privacy: A Simple yet Effective Approach for Privacy-Preserving Segmentation. IPMI (2023)
Hang Jung Ling, Nathan Painchaud, Pierre-Yves Courand, Pierre-Marc Jodoin, Damien Garcia, Olivier Bernard
Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use? CoRR (2023)
Thierry Judge, Olivier Bernard, Woo-Jin Cho Kim, Alberto Gómez, Agisilaos Chartsias, Pierre-Marc Jodoin
Asymmetric Contour Uncertainty Estimation for Medical Image Segmentation. MICCAI (3) (2023)
Félix Dumais, Jon Haitz Legarreta, Carl Lemaire, Philippe Poulin, François Rheault, Laurent Petit, Muhamed Barakovic, Stefano Magon, Maxime Descoteaux, Pierre-Marc Jodoin
FIESTA: Autoencoders for accurate fiber segmentation in tractography. NeuroImage 279 (2023)
Hang Jung Ling, Nathan Painchaud, Pierre-Yves Courand, Pierre-Marc Jodoin, Damien Garcia, Olivier Bernard
Extraction of Volumetric Indices from Echocardiography: Which Deep Learning Solution for Clinical Use? FIMH (2023)
Daniel Jörgens, Pierre-Marc Jodoin, Maxime Descoteaux, Rodrigo Moreno
Merging multiple input descriptors and supervisors in a deep neural network for tractogram filtering. CoRR (2023)
Bach Ngoc Kim, José Dolz, Pierre-Marc Jodoin, Christian Desrosiers
Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation. CoRR (2023)
Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
GANs for Medical Image Synthesis: An Empirical Study. J. Imaging 9 (3) (2023)
Jon Haitz Legarreta, Laurent Petit, Pierre-Marc Jodoin, Maxime Descoteaux
Generative Sampling in Bundle Tractography using Autoencoders (GESTA). Medical Image Anal. 85 (2023)
Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin
What Matters in Reinforcement Learning for Tractography. CoRR (2023)
Audrey Duran, Gaspard Dussert, Olivier Rouvière, Tristan Jaouen, Pierre-Marc Jodoin, Carole Lartizien
ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans. Medical Image Anal. 77 (2022)
Thierry Judge, Olivier Bernard, Mihaela Porumb, Agisilaos Chartsias, Arian Beqiri, Pierre-Marc Jodoin
CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation. MICCAI (8) (2022)
Audrey Duran, Gaspard Dussert, Olivier Rouvière, Tristan Jaouen, Pierre-Marc Jodoin, Carole Lartizien
ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans. CoRR (2022)
Nathan Painchaud, Nicolas Duchateau, Olivier Bernard, Pierre-Marc Jodoin
Echocardiography Segmentation With Enforced Temporal Consistency. IEEE Trans. Medical Imaging 41 (10) (2022)
Jon Haitz Legarreta, Laurent Petit, Pierre-Marc Jodoin, Maxime Descoteaux
Generative sampling in tractography using autoencoders (GESTA). CoRR (2022)
Jon Haitz Legarreta, Laurent Petit, Pierre-Marc Jodoin, Maxime Descoteaux
Clustering in Tractography Using Autoencoders (CINTA). CDMRI@MICCAI (2022)
Félix Dumais, Jon Haitz Legarreta, Carl Lemaire, Philippe Poulin, François Rheault, Laurent Petit, Maxime Descoteaux, Pierre-Marc Jodoin
FIESTA: Autoencoders for accurate fiber segmentation in tractography. CoRR (2022)
Thierry Judge, Olivier Bernard, Mihaela Porumb, Agis Chartsias, Arian Beqiri, Pierre-Marc Jodoin
CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation. CoRR (2022)
Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy. BMVC (2021)
Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
GANs for Medical Image Synthesis: An Empirical Study. CoRR (2021)
Jon Haitz Legarreta, Laurent Petit, François Rheault, Guillaume Theaud, Carl Lemaire, Maxime Descoteaux, Pierre-Marc Jodoin
Filtering in tractography using autoencoders (FINTA). Medical Image Anal. 72 (2021)
Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers
Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images. IEEE Trans. Medical Imaging 40 (7) (2021)
Nathan Painchaud, Nicolas Duchateau, Olivier Bernard, Pierre-Marc Jodoin
Echocardiography Segmentation with Enforced Temporal Consistency. CoRR (2021)
Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin
Track-to-Learn: A general framework for tractography with deep reinforcement learning. Medical Image Anal. 72 (2021)
Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? Algorithms 14 (7) (2021)
Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? CoRR (2021)
Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert
Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging. CoRR (2021)
Youssef Skandarani, Nathan Painchaud, Pierre-Marc Jodoin, Alain Lalande
On the effectiveness of GAN generated cardiac MRIs for segmentation. CoRR (2020)
Marco Antonio Armenta, Pierre-Marc Jodoin
The Representation Theory of Neural Networks. CoRR (2020)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac Segmentation with Strong Anatomical Guarantees. CoRR (2020)
Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy. CoRR (2020)
Marco Antonio Armenta, Thierry Judge, Nathan Painchaud, Youssef Skandarani, Carl Lemaire, Gabriel Gibeau Sanchez, Philippe Spino, Pierre-Marc Jodoin
Neural Teleportation. CoRR (2020)
Jon Haitz Legarreta, Laurent Petit, François Rheault, Guillaume Theaud, Carl Lemaire, Maxime Descoteaux, Pierre-Marc Jodoin
Tractography filtering using autoencoders. CoRR (2020)
Audrey Duran, Pierre-Marc Jodoin, Carole Lartizien
Prostate Cancer Semantic Segmentation by Gleason Score Group in bi-parametric MRI with Self Attention Model on the Peripheral Zone. MIDL (2020)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac Segmentation With Strong Anatomical Guarantees. IEEE Trans. Medical Imaging 39 (11) (2020)
Sarah Leclerc, Erik Smistad, Andreas Østvik, Frederic Cervenansky, Florian Espinosa, Torvald Espeland, Erik Andreas Rye Berg, Thomas Grenier, Carole Lartizien, Pierre-Marc Jodoin, Lasse Løvstakken, Olivier Bernard
LU-Net: a multi-task network to improve the robustness of segmentation of left ventriclular structures by deep learning in 2D echocardiography. CoRR (2020)
Achraf Essemlali, Etienne St-Onge, Maxime Descoteaux, Pierre-Marc Jodoin
Understanding Alzheimer disease's structural connectivity through explainable AI. MIDL (2020)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac MRI Segmentation with Strong Anatomical Guarantees. CoRR (2019)
Clément Zotti, Zhiming Luo, Alain Lalande, Pierre-Marc Jodoin
Convolutional Neural Network With Shape Prior Applied to Cardiac MRI Segmentation. IEEE J. Biomed. Health Informatics 23 (3) (2019)
Philippe Poulin, Daniel Jörgens, Pierre-Marc Jodoin, Maxime Descoteaux
Tractography and machine learning: Current state and open challenges. CoRR (2019)
Bach Ngoc Kim, Christian Desrosiers, Jose Dolz, Pierre-Marc Jodoin
Privacy-Net: An Adversarial Approach For Identity-obfuscated Segmentation. CoRR (2019)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac MRI Segmentation with Strong Anatomical Guarantees. MICCAI (2) (2019)
Sarah Leclerc, Erik Smistad, João Pedrosa, Andreas Østvik, Frederic Cervenansky, Florian Espinosa, Torvald Espeland, Erik Andreas Rye Berg, Pierre-Marc Jodoin, Thomas Grenier, Carole Lartizien, Jan D'hooge, Lasse Løvstakken, Olivier Bernard
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography. IEEE Trans. Medical Imaging 38 (9) (2019)
Frederic Branchaud-Charron, Andrew Achkar, Pierre-Marc Jodoin
Spectral Metric for Dataset Complexity Assessment. CVPR (2019)
Frederic Branchaud-Charron, Andrew Achkar, Pierre-Marc Jodoin
Spectral Metric for Dataset Complexity Assessment. CoRR (2019)
Carl Lemaire, Andrew Achkar, Pierre-Marc Jodoin
Structured Pruning of Neural Networks With Budget-Aware Regularization. CVPR (2019)
Carl Lemaire, Andrew Achkar, Pierre-Marc Jodoin
Structured Pruning of Neural Networks with Budget-Aware Regularization. CoRR (2018)
Zhiming Luo, Frederic Branchaud-Charron, Carl Lemaire, Janusz Konrad, Shaozi Li, Akshaya Mishra, Andrew Achkar, Justin A. Eichel, Pierre-Marc Jodoin
MIO-TCD: A New Benchmark Dataset for Vehicle Classification and Localization. IEEE Trans. Image Process. 27 (10) (2018)
Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jaeger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 37 (11) (2018)
Zhiming Luo, Pierre-Marc Jodoin, Song-Zhi Su, Shao-Zi Li, Hugo Larochelle
Traffic Analytics With Low-Frame-Rate Videos. IEEE Trans. Circuits Syst. Video Technol. 28 (4) (2018)
Pierre-Marc Jodoin, Lucia Maddalena, Alfredo Petrosino, Yi Wang
Extensive Benchmark and Survey of Modeling Methods for Scene Background Initialization. IEEE Trans. Image Process. 26 (11) (2017)
Yi Wang, Zhiming Luo, Pierre-Marc Jodoin
Interactive deep learning method for segmenting moving objects. Pattern Recognit. Lett. 96 (2017)
Clément Zotti, Zhiming Luo, Alain Lalande, Olivier Humbert, Pierre-Marc Jodoin
Novel Deep Convolution Neural Network Applied to MRI Cardiac Segmentation. CoRR (2017)
Yi Wang, Sébastien Piérard, Song-Zhi Su, Pierre-Marc Jodoin
Improving pedestrian detection using motion-guided filtering. Pattern Recognit. Lett. 96 (2017)
Zhiming Luo, Akshaya Kumar Mishra, Andrew Achkar, Justin A. Eichel, Shaozi Li, Pierre-Marc Jodoin
Non-local Deep Features for Salient Object Detection. CVPR (2017)
Oskar Maier, Bjoern H. Menze, Janina von der Gablentz, Levin Häni, Mattias P. Heinrich, Matthias Liebrand, Stefan Winzeck, Abdul Basit, Paul Bentley, Liang Chen, Daan Christiaens, Francis Dutil, Karl Egger, Chaolu Feng, Ben Glocker, Michael Götz, Tom Haeck, Hanna-Leena Halme, Mohammad Havaei, Khan M. Iftekharuddin, Pierre-Marc Jodoin, et al.
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI. Medical Image Anal. 35 (2017)
Clément Zotti, Zhiming Luo, Olivier Humbert, Alain Lalande, Pierre-Marc Jodoin
GridNet with Automatic Shape Prior Registration for Automatic MRI Cardiac Segmentation. STACOM@MICCAI (2017)
Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron C. Courville, Yoshua Bengio, Chris Pal, Pierre-Marc Jodoin, Hugo Larochelle
Brain tumor segmentation with Deep Neural Networks. Medical Image Anal. 35 (2017)
Michaël Bernier, Pierre-Marc Jodoin, Olivier Humbert, Alain Lalande
Graph cut-based method for segmenting the left ventricle from MRI or echocardiographic images. Comput. Medical Imaging Graph. 58 (2017)
Li-Chuan Geng, Pierre-Marc Jodoin, Song-Zhi Su, Shao-Zi Li
CBDF: Compressed Binary Discriminative Feature. Neurocomputing 184 (2016)
Mohammad Havaei, Hugo Larochelle, Philippe Poulin, Pierre-Marc Jodoin
Within-brain classification for brain tumor segmentation. Int. J. Comput. Assist. Radiol. Surg. 11 (5) (2016)
Olivier Bernard, Johan G. Bosch, Brecht Heyde, Martino Alessandrini, Daniel Barbosa, Sorina Camarasu-Pop, Frederic Cervenansky, Sébastien Valette, Oana Mirea, Michel Bernier, Pierre-Marc Jodoin, Jaime Santo Domingos, Richard V. Stebbing, Kevin Keraudren, Ozan Oktay, Jose Caballero, Wei Shi, Daniel Rueckert, Fausto Milletari, Seyed-Ahmad Ahmadi, Erik Smistad, Frank Lindseth, Maartje van Stralen, Chen Wang, Örjan Smedby, Erwan Donal, Mark Monaghan, Alex Papachristidis, Marcel L. Geleijnse, Elena Galli, Jan D'hooge
Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography. IEEE Trans. Medical Imaging 35 (4) (2016)
Greg Castañón, Mohamed A. Elgharib, Venkatesh Saligrama, Pierre-Marc Jodoin
Retrieval in Long-Surveillance Videos Using User-Described Motion and Object Attributes. IEEE Trans. Circuits Syst. Video Technol. 26 (12) (2016)
Mohammad Havaei, Nicolas Guizard, Hugo Larochelle, Pierre-Marc Jodoin
Deep learning trends for focal brain pathology segmentation in MRI. CoRR (2016)
Dongxiao Zhang, Pierre-Marc Jodoin, Cuihua Li, Yun-Dong Wu, Guo-Rong Cai
Novel Graph Cuts Method for Multi-Frame Super-Resolution. IEEE Signal Process. Lett. 22 (12) (2015)
Mohammad Havaei, Hugo Larochelle, Philippe Poulin, Pierre-Marc Jodoin
Within-Brain Classification for Brain Tumor Segmentation. CoRR (2015)
Mohammad Havaei, Francis Dutil, Chris Pal, Hugo Larochelle, Pierre-Marc Jodoin
A Convolutional Neural Network Approach to Brain Tumor Segmentation. Brainles@MICCAI (2015)
Caroline Presseau, Pierre-Marc Jodoin, Jean-Christophe Houde, Maxime Descoteaux
A new compression format for fiber tracking datasets. NeuroImage 109 (2015)
Djamel Bouchaffra, Mohamed Cheriet, Pierre-Marc Jodoin, Diane Beck
Machine learning and pattern recognition models in change detection. Pattern Recognit. 48 (3) (2015)
Jonathan Boisvert, Marc-Antoine Drouin, Pierre-Marc Jodoin
High-speed transition patterns for video projection, 3D reconstruction, and copyright protection. Pattern Recognit. 48 (3) (2015)
Zhiming Luo, Pierre-Marc Jodoin, Shao-Zi Li, Song-Zhi Su
Traffic analysis without motion features. ICIP (2015)
Yi Wang, Sébastien Piérard, Song-Zhi Su, Pierre-Marc Jodoin
Nonlinear Background Filter to Improve Pedestrian Detection. ICIAP Workshops (2015)
Yue Gao, Rongrong Ji, Xinbo Gao, Pierre-Marc Jodoin
Signal processing and learning methods for 3D semantic analysis. Signal Process. 112 (2015)
Pierre-Marc Jodoin, Fredy Pinheiro, Alexandra Oudot, Alain Lalande
Left-Ventricle Segmentation of SPECT Images of Rats. IEEE Trans. Biomed. Eng. 62 (9) (2015)
Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron C. Courville, Yoshua Bengio, Chris Pal, Pierre-Marc Jodoin, Hugo Larochelle
Brain Tumor Segmentation with Deep Neural Networks. CoRR (2015)
Mohammad Havaei, Pierre-Marc Jodoin, Hugo Larochelle
Efficient Interactive Brain Tumor Segmentation as Within-Brain kNN Classification. ICPR (2014)
Nil Goyette, Pierre-Marc Jodoin, Fatih Murat Porikli, Janusz Konrad, Prakash Ishwar
A Novel Video Dataset for Change Detection Benchmarking. IEEE Trans. Image Process. 23 (11) (2014)
Greg Castañón, Mohamed A. Elgharib, Venkatesh Saligrama, Pierre-Marc Jodoin
Retrieval in Long Surveillance Videos using User Described Motion and Object Attributes. CoRR (2014)
Daoxun Xia, Songzhi Su, Shaozi Li, Pierre-Marc Jodoin
Lying-pose detection with training dataset expansion. ICIP (2014)
Yi Wang, Pierre-Marc Jodoin, Fatih Murat Porikli, Janusz Konrad, Yannick Benezeth, Prakash Ishwar
CDnet 2014: An Expanded Change Detection Benchmark Dataset. CVPR Workshops (2014)
Guo-Rong Cai, Pierre-Marc Jodoin, Shao-Zi Li, Yun-Dong Wu, Song-Zhi Su, Zhenkun Huang
Perspective-SIFT: An efficient tool for low-altitude remote sensing image registration. Signal Process. 93 (11) (2013)
Pierre-Marc Jodoin, Yannick Benezeth, Yi Wang
Meta-tracking for video scene understanding. AVSS (2013)
Greg Castañón, Venkatesh Saligrama, André-Louis Caron, Pierre-Marc Jodoin
Real-Time Activity Search of Surveillance Video. AVSS (2012)
Pierre-Marc Jodoin, Venkatesh Saligrama, Janusz Konrad
Behavior Subtraction. IEEE Trans. Image Process. 21 (9) (2012)
Gregory D. Castañón, André-Louis Caron, Venkatesh Saligrama, Pierre-Marc Jodoin
Exploratory search of long surveillance videos. ACM Multimedia (2012)
Nil Goyette, Pierre-Marc Jodoin, Fatih Porikli, Janusz Konrad, Prakash Ishwar
Changedetection.net: A new change detection benchmark dataset. CVPR Workshops (2012)
Jean-Christophe Houde, Pierre-Marc Jodoin, François Deschênes
Stereoscopic reconfiguration for 3D displays. SD&A (2012)
Anthony Adam Duquette, Pierre-Marc Jodoin, Olivier Bouchot, Alain Lalande
3D segmentation of abdominal aorta from CT-scan and MR images. Comput. Medical Imaging Graph. 36 (4) (2012)
Marc-Antoine Drouin, Pierre-Marc Jodoin, Julien Prémont
Camera-projector matching using unstructured video. Mach. Vis. Appl. 23 (5) (2012)
Yannick Benezeth, Pierre-Marc Jodoin, Venkatesh Saligrama
Abnormality detection using low-level co-occurring events. Pattern Recognit. Lett. 32 (3) (2011)
André-Louis Caron, Pierre-Marc Jodoin
Image Multidistortion Estimation. IEEE Trans. Image Process. 20 (12) (2011)
Venkatesh Saligrama, Janusz Konrad, Pierre-Marc Jodoin
Video Anomaly Identification. IEEE Signal Process. Mag. 27 (5) (2010)
Yannick Benezeth, Pierre-Marc Jodoin, Bruno Emile, Hélène Laurent, Christophe Rosenberger
Human Detection with a Multi-sensors Stereovision System. ICISP (2010)
Erhan Baki Ermis, Pierre Clarot, Pierre-Marc Jodoin, Venkatesh Saligrama
Activity Based Matching in Distributed Camera Networks. IEEE Trans. Image Process. 19 (10) (2010)
Marc-Antoine Drouin, Pierre-Marc Jodoin, Julien Prémont
Camera-projector matching using an unstructured video stream. CVPR Workshops (2010)
Yannick Benezeth, Pierre-Marc Jodoin, Bruno Emile, Hélène Laurent, Christophe Rosenberger
Comparative study of background subtraction algorithms. J. Electronic Imaging 19 (3) (2010)

Pierre-Marc Jodoin.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Pierre-Marc Jodoin