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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

* Preprint. Paper under review 

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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

* Accepted extended abstracts can also be found at https://openreview.net/group?id=MIDL.io/2020/Conference#abstract-accept-papers 

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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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NODDI-SH: a computational efficient NODDI extension for fODF estimation in diffusion MRI


Sep 01, 2017
Mauro Zucchelli, Maxime Descoteaux, Gloria Menegaz


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Non Local Spatial and Angular Matching : Enabling higher spatial resolution diffusion MRI datasets through adaptive denoising


Jun 23, 2016
Samuel St-Jean, Pierrick Coupé, Maxime Descoteaux

* Medical Image Analysis , Volume 32 , 115 - 130, 2016 
* Code available : https://github.com/samuelstjean/nlsam Datasets available : https://github.com/samuelstjean/nlsam_data, Medical Image Analysis, 2016 

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Local Water Diffusion Phenomenon Clustering From High Angular Resolution Diffusion Imaging (HARDI)


Jul 03, 2012
Romain Giot, Christophe Charrier, Maxime Descoteaux

* IAPR International Conference on Pattern Recognition (ICPR), Tsukuba, Japan : France (2012) 

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