Antoine Theberge

Joined

March 2020

Names

Antoine Theberge (Preferred)

Antoine Théberge

Emails

****@usherbrooke.ca (Confirmed)

Personal Links

Career & Education History

PhD student

Faculty of Science, Université de Sherbrooke (usherbrooke.ca)

2021 – 2025

MS student

Université de Sherbrooke (usherbrooke.ca)

2018 – 2021

Undergrad student

Université de Sherbrooke (usherbrooke.ca)

2015 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Pierre-Marc Jodoin

2021 – Present

PhD Advisor

Maxime Descoteaux

2021 – Present

Expertise

deep learning

2018 – Present

reinforcement learning

2018 – Present

tractography

2018 – Present

neuroimagery

2018 – Present

Publications

End-to-End Patch-Based Semantic Segmentation for Paramagnetic Rim Lesion Detection
Zineb El yamani, Antoine Theberge, Manon Edde, Olivier Grimard, Emmanuelle Lapointe, Stefano Magon, Muhamed Barakovic, Maxime Descoteaux, Francois Rheault
- MIDL 2025 - Short Papers
- Readers: Everyone
What matters in reinforcement learning for tractography
Antoine Théberge, Christian Desrosiers, Arnaud Boré, Maxime Descoteaux, Pierre-Marc Jodoin
- Medical Image Anal. 2024
- Readers: Everyone
TractOracle: towards an anatomically-informed reward function for RL-based tractography
Antoine Théberge, Maxime Descoteaux, Pierre-Marc Jodoin
- CoRR 2024
- Readers: Everyone
TractOracle: Towards an Anatomically-Informed Reward Function for RL-Based Tractography
Antoine Théberge, Maxime Descoteaux, Pierre-Marc Jodoin
- MICCAI (2) 2024
- Readers: Everyone
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge
Gabriel Girard, Jonathan Rafael-Patino, Raphaël Truffet, Dogu Baran Aydogan, Nagesh Adluru, Veena A. Nair, Vivek Prabhakaran, Barbara B. Bendlin, Andrew L. Alexander, Sara Bosticardo, Ilaria Gabusi, Mario Ocampo-Pineda, Matteo Battocchio, Zuzana Piskorova, Pietro Bontempi, Simona Schiavi, Alessandro Daducci, Aleksandra Stafiej, Dominika Ciupek, Fabian Bogusz et al. (46 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 10 Nov 2023
- NeuroImage 2023
- Readers: Everyone
What Matters in Reinforcement Learning for Tractography
Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin
- Published: 01 Jan 2023, Last Modified: 22 Dec 2023
- CoRR 2023
- Readers: Everyone
The do's and don'ts of reinforcement learning for tractography
Antoine Theberge, Christian Desrosiers, Pierre-marc Jodoin, Maxime Descoteaux
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging
Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert
- 2021 (modified: 03 Nov 2021)
- CoRR 2021
- Readers: Everyone
Track-to-Learn: A general framework for tractography with deep reinforcement learning
Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin
- 2021 (modified: 03 Nov 2021)
- Medical Image Anal. 2021
- Readers: Everyone

Co-Authors

View all 77 co-authors