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Maxime Descoteaux

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Merging multiple input descriptors and supervisors in a deep neural network for tractogram filtering

Jul 11, 2023
Daniel Jörgens, Pierre-Marc Jodoin, Maxime Descoteaux, Rodrigo Moreno

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What Matters in Reinforcement Learning for Tractography

May 17, 2023
Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin

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FIESTA: Autoencoders for accurate fiber segmentation in tractography

Dec 12, 2022
Félix Dumais, Jon Haitz Legarreta, Carl Lemaire, Philippe Poulin, François Rheault, Laurent Petit, Maxime Descoteaux, Pierre-Marc Jodoin

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FIESTA: FIber gEneration and bundle Segmentation in Tractography using Autoencoders

Nov 30, 2022
Félix Dumais, Jon Haitz Legarreta, Carl Lemaire, Philippe Poulin, François Rheault, Laurent Petit, Maxime Descoteaux, Pierre-Marc Jodoin

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Generative sampling in tractography using autoencoders (GESTA)

Apr 22, 2022
Jon Haitz Legarreta, Laurent Petit, Pierre-Marc Jodoin, Maxime Descoteaux

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Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging

Aug 11, 2021
Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert

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Manifold-Aware Synthesis of High Resolution Diffusion from Structural Imaging

Aug 09, 2021
Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert

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Tractography filtering using autoencoders

Oct 07, 2020
Jon Haitz Legarreta, Laurent Petit, François Rheault, Guillaume Theaud, Carl Lemaire, Maxime Descoteaux, Pierre-Marc Jodoin

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Medical Imaging with Deep Learning: MIDL 2020 -- Short Paper Track

Jun 29, 2020
Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Herve Lombaert, Chris Pal

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Tractography and machine learning: Current state and open challenges

Feb 14, 2019
Philippe Poulin, Daniel Jörgens, Pierre-Marc Jodoin, Maxime Descoteaux

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