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Towards broader generalization of deep learning methods for multiple sclerosis lesion segmentation


Dec 14, 2020
Reda Abdellah Kamraoui, Vinh-Thong Ta, Thomas Tourdias, Boris Mansencal, José V Manjon, Pierrick Coupé


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Deep correction of breathing-related artifacts in MR-thermometry


Nov 10, 2020
Baudouin Denis de Senneville, Pierrick Coupé, Mario Ries, Laurent Facq, Chrit Moonen

* 21 pages, 9 figures, 1 table 

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RegQCNET: Deep Quality Control for Image-to-template Brain MRI Registration


May 14, 2020
Baudouin Denis de Senneville, José V. Manjon, Pierrick Coupé


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Accuracy of MRI Classification Algorithms in a Tertiary Memory Center Clinical Routine Cohort


Mar 19, 2020
Alexandre Morin, Jorge Samper-González, Anne Bertrand, Sebastian Stroer, Didier Dormont, Aline Mendes, Pierrick Coupé, Jamila Ahdidan, Marcel Lévy, Dalila Samri, Harald Hampel, Bruno Dubois, Marc Teichmann, Stéphane Epelbaum, Olivier Colliot

* Journal of Alzheimer's Disease, IOS Press, 2020, pp.1-10 

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Tensor-Based Grading: A Novel Patch-Based Grading Approach for the Analysis of Deformation Fields in Huntington's Disease


Jan 23, 2020
Kilian Hett, Hans Johnson, Pierrick Coupé, Jane Paulsen, Jeffrey Long, Ipek Oguz

* IEEE ISBI 2020: International Symposium on Biomedical Imaging, Apr 2020, Iowa City, United States 

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AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation


Nov 20, 2019
Pierrick Coupé, Boris Mansencal, Michaël Clément, Rémi Giraud, Baudouin Denis de Senneville, Vinh-Thong Ta, Vincent Lepetit, José V. Manjon

* arXiv admin note: substantial text overlap with arXiv:1906.01862 

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Multi-scale Graph-based Grading for Alzheimer's Disease Prediction


Jul 15, 2019
Kilian Hett, Vinh-Thong Ta, José V. Manjón, Pierrick Coupé


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AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation


Jun 05, 2019
Pierrick Coupé, Boris Mansencal, Michaël Clément, Rémi Giraud, Baudouin Denis de Senneville, Vinh-Thong Ta, Vincent Lepetit, José V. Manjon


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SuperPatchMatch: an Algorithm for Robust Correspondences using Superpixel Patches


Mar 17, 2019
Rémi Giraud, Vinh-Thong Ta, Aurélie Bugeau, Pierrick Coupé, Nicolas Papadakis

* IEEE Transactions on Image Processing (TIP), 2017 Selected for presentation at IEEE International Conference on Image Processing (ICIP) 2017 

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An Optimized PatchMatch for Multi-scale and Multi-feature Label Fusion


Mar 17, 2019
Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis, José V. Manjón, D. Louis Collins, Pierrick Coupé, Alzheimer's Disease Neuroimaging Initiative

* Neuroimage 2016 

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Graph of brain structures grading for early detection of Alzheimer's disease


Jul 06, 2018
Kilian Hett, Vinh-Thong Ta, Jose Vicente Manjon, Pierrick Coupé

* Medical Image Computing and Computer-Assisted Intervention, Sep 2018, GRANADA, Spain 

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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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