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2020 – today
- 2024
[j67]Antoine Théberge
, Christian Desrosiers, Arnaud Boré, Maxime Descoteaux, Pierre-Marc Jodoin:
What matters in reinforcement learning for tractography. Medical Image Anal. 93: 103085 (2024)- [j66]Álvaro Planchuelo-Gómez, Maxime Descoteaux, Hugo Larochelle, Jana Hutter, Derek K. Jones, Chantal M. W. Tax:
Optimisation of quantitative brain diffusion-relaxation MRI acquisition protocols with physics-informed machine learning. Medical Image Anal. 94: 103134 (2024) - [j65]Charles Poirier, Maxime Descoteaux:
A unified filtering method for estimating asymmetric orientation distribution functions. NeuroImage 287: 120516 (2024) - [c36]Antoine Théberge, Maxime Descoteaux, Pierre-Marc Jodoin:
TractOracle: Towards an Anatomically-Informed Reward Function for RL-Based Tractography. MICCAI (2) 2024: 476-486 - [i12]Antoine Théberge, Maxime Descoteaux, Pierre-Marc Jodoin:
TractOracle: towards an anatomically-informed reward function for RL-based tractography. CoRR abs/2403.17845 (2024) - 2023
- [j64]Alex Valcourt Caron, Amir Shmuel, Ziqi Hao, Maxime Descoteaux:
versaFlow: a versatile pipeline for resolution adapted diffusion MRI processing and its application to studying the variability of the PRIME-DE database. Frontiers Neuroinformatics 17 (2023) - [j63]Jon Haitz Legarreta, Laurent Petit, Pierre-Marc Jodoin, Maxime Descoteaux:
Generative Sampling in Bundle Tractography using Autoencoders (GESTA). Medical Image Anal. 85: 102761 (2023) - [j62]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, Tomasz Pieciak, Matteo Frigo, Sara Sedlar, Samuel Deslauriers-Gauthier, Ivana Kojcic, Mauro Zucchelli, Hiba Laghrissi, Yang Ji, Rachid Deriche, Kurt G. Schilling, Bennett A. Landman, Alberto Cacciola, Gianpaolo Antonio Basile, Salvatore Bertino, Nancy Newlin, Praitayini Kanakaraj, Francois Rheault, Patryk Filipiak, Timothy M. Shepherd, Ying-Chia Lin, Dimitris G. Placantonakis, Fernando E. Boada, Steven H. Baete, Erick Hernandez-Gutierrez, Alonso Ramirez-Manzanares, Ricardo Coronado-Leija, Pablo Stack-Sánchez, Luis Concha, Maxime Descoteaux, Sina Mansour L, Caio Seguin, Andrew Zalesky, Kenji Marshall, Erick Jorge Canales-Rodríguez, Ye Wu, Sahar Ahmad, Pew-Thian Yap, Antoine Théberge, Florence Gagnon, Frédéric Massi, Elda Fischi Gomez, Remy Gardier, Juan Luis Villarreal-Haro, Marco Pizzolato, Emmanuel Caruyer, Jean-Philippe Thiran:
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge. NeuroImage 277: 120231 (2023) - [j61]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: 120288 (2023) - [c35]Erick Hernandez-Gutierrez, Ricardo Coronado-Leija, Alonso Ramirez-Manzanares, Muhamed Barakovic, Stefano Magon, Maxime Descoteaux:
Improving Multi-Tensor Fitting with Global Information from Track Orientation Density Imaging. CDMRI@MICCAI 2023: 35-46 - [i11]Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin:
What Matters in Reinforcement Learning for Tractography. CoRR abs/2305.09041 (2023) - [i10]Daniel Jörgens, Pierre-Marc Jodoin, Maxime Descoteaux, Rodrigo Moreno:
Merging multiple input descriptors and supervisors in a deep neural network for tractogram filtering. CoRR abs/2307.05786 (2023) - 2022
- [j60]Philippe Karan, Alexis Reymbaut, Guillaume Gilbert, Maxime Descoteaux:
Bridging the gap between constrained spherical deconvolution and diffusional variance decomposition via tensor-valued diffusion MRI. Medical Image Anal. 79: 102476 (2022) - [j59]Ahmed M. Radwan, Stefan Sunaert, Kurt Schilling, Maxime Descoteaux, Bennett A. Landman, Mathieu Vandenbulcke, Tom Theys, Patrick Dupont, Louise Emsell:
An atlas of white matter anatomy, its variability, and reproducibility based on constrained spherical deconvolution of diffusion MRI. NeuroImage 254: 119029 (2022) - [j58]Matteo Battocchio, Simona Schiavi, Maxime Descoteaux, Alessandro Daducci:
Bundle-o-graphy: improving structural connectivity estimation with adaptive microstructure-informed tractography. NeuroImage 263: 119600 (2022) - [c34]Jon Haitz Legarreta, Laurent Petit, Pierre-Marc Jodoin, Maxime Descoteaux:
Clustering in Tractography Using Autoencoders (CINTA). CDMRI@MICCAI 2022: 125-136 - [i9]Jon Haitz Legarreta, Laurent Petit, Pierre-Marc Jodoin, Maxime Descoteaux:
Generative sampling in tractography using autoencoders (GESTA). CoRR abs/2204.10891 (2022) - [i8]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 abs/2212.00143 (2022) - 2021
- [j57]Mario Ocampo-Pineda, Simona Schiavi, François Rheault, Gabriel Girard, Laurent Petit, Maxime Descoteaux, Alessandro Daducci:
Hierarchical Microstructure Informed Tractography. Brain Connect. 11(2): 75-88 (2021) - [j56]Etienne St-Onge, Noor Al-Sharif, Gabriel Girard, Guillaume Theaud, Maxime Descoteaux:
Cortical Surfaces Integration with Tractography for Structural Connectivity Analysis. Brain Connect. 11(7): 505-517 (2021) - [j55]Alexis Reymbaut, Alex Valcourt Caron, Guillaume Gilbert, Filip Szczepankiewicz, Markus Nilsson, Simon K. Warfield, Maxime Descoteaux, Benoit Scherrer:
Magic DIAMOND: Multi-fascicle diffusion compartment imaging with tensor distribution modeling and tensor-valued diffusion encoding. Medical Image Anal. 70: 101988 (2021) - [j54]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: 102093 (2021) - [j53]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: 102126 (2021) - [j52]Kurt G. Schilling, François Rheault, Laurent Petit, Colin B. Hansen, Vishwesh Nath, Fang-Cheng Yeh, Gabriel Girard, Muhamed Barakovic, Jonathan Rafael-Patino, Thomas Yu, Elda Fischi Gomez, Marco Pizzolato, Mario Ocampo-Pineda, Simona Schiavi, Erick Jorge Canales-Rodríguez, Alessandro Daducci, Cristina Granziera, Giorgio M. Innocenti, Jean-Philippe Thiran, Laura Mancini, Stephen J. Wastling, Sirio Cocozza, Maria Petracca, Giuseppe Pontillo, Matteo Mancini, Sjoerd B. Vos, Vejay N. Vakharia, John S. Duncan, Helena Melero, Lidia Manzanedo, Emilio Sanz-Morales, Ángel Peña-Melián, Fernando Calamante, Arnaud Attye, Ryan P. Cabeen, Laura Korobova, Arthur W. Toga, Anupa Ambili Vijayakumari, Drew Parker, Ragini Verma, Ahmed M. Radwan, Stefan Sunaert, Louise Emsell, Alberto De Luca, Alexander Leemans, Claude J. Bajada, Hamied A. Haroon, Hojjatollah Azadbakht, Maxime Chamberland, Sila Genc, Chantal M. W. Tax, Ping Hong Yeh, Rujirutana Srikanchana, Colin D. Mcknight, Joseph Yuan-Mou Yang, Jian Chen, Claire E. Kelly, Chun-Hung Yeh, Jérôme Cochereau, Jerome J. Maller, Thomas Welton, Fabien Almairac, Kiran K. Seunarine, Chris A. Clark, Fan Zhang, Nikos Makris, Alexandra J. Golby, Yogesh Rathi, Lauren J. O'Donnell, Yihao Xia, Dogu Baran Aydogan, Yonggang Shi, Francisco Guerreiro Fernandes, Mathijs Raemaekers, Shaun Warrington, Stijn Michielse, Alonso Ramirez-Manzanares, Luis Concha, Ramón Aranda, Mariano Rivera Meraz, Garikoitz Lerma-Usabiaga, Lucas Roitman, Lucius S. Fekonja, Navona Calarco, Michael Joseph, Hajer Nakua, Aristotle N. Voineskos, Philippe Karan, Gabrielle Grenier, Jon Haitz Legarreta, Nagesh Adluru, Veena A. Nair, Vivek Prabhakaran, Andrew L. Alexander, Koji Kamagata, Yuya Saito, Wataru Uchida, Christina Andica, Masahiro Abe, Roza G. Bayrak, Claudia A. M. Gandini Wheeler-Kingshott, Egidio D'Angelo, Fulvia Palesi, Giovanni Savini, Nicolò Rolandi, Pamela Guevara, Josselin Houenou, Narciso López-López, Jean-François Mangin, Cyril Poupon, Claudio Román, Andrea Vázquez, Chiara Maffei, Mavilde Arantes, José Paulo Andrade, Susana Maria Silva, Vince D. Calhoun, Eduardo Caverzasi, Simone Sacco, Michael Lauricella, Franco Pestilli, Daniel Bullock, Yang Zhan, Edith Brignoni-Pérez, Catherine Lebel, Jess E Reynolds, Igor Nestrasil, René Labounek, Christophe Lenglet, Amy Paulson, Stefania Aulicka, Sarah R. Heilbronner, Katja Heuer, Bramsh Qamar Chandio, Javier Guaje, Wei Tang, Eleftherios Garyfallidis, Rajikha Raja, Adam W. Anderson, Bennett A. Landman, Maxime Descoteaux:
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset? NeuroImage 243: 118502 (2021) - [j51]Colin B. Hansen, Qi Yang, Ilwoo Lyu, Francois Rheault, Cailey I. Kerley, Bramsh Qamar Chandio, Shreyas Fadnavis, Owen A. Williams, Andrea T. Shafer, Susan M. Resnick, David H. Zald, Laurie E. Cutting, Warren D. Taylor, Brian D. Boyd, Eleftherios Garyfallidis, Adam W. Anderson, Maxime Descoteaux, Bennett A. Landman, Kurt G. Schilling:
Pandora: 4-D White Matter Bundle Population-Based Atlases Derived from Diffusion MRI Fiber Tractography. Neuroinformatics 19(3): 447-460 (2021) - [c33]Charles Poirier, Maxime Descoteaux, Guillaume Gilet:
Accelerating Geometry-Based Spherical Harmonics Glyphs Rendering for dMRI Using Modern OpenGL. CDMRI@MICCAI 2021: 144-155 - [i7]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 abs/2108.04135 (2021) - 2020
- [j50]Kaitlyn Easson, Charles V. Rohlicek, Jean-Christophe Houde, Guillaume Gilbert, Christine Saint-Martin, Kimberly Fontes, Annette Majnemer, Ariane Marelli, Pia Wintermark, Maxime Descoteaux, Marie Brossard-Racine:
Quantification of apparent axon density and orientation dispersion in the white matter of youth born with congenital heart disease. NeuroImage 205 (2020) - [j49]Russell Butler, Gregory W. Mierzwinski, Pierre-Michel Bernier, Maxime Descoteaux, Guillaume Gilbert, Kevin Whittingstall:
Neurophysiological basis of contrast dependent BOLD orientation tuning. NeuroImage 206 (2020) - [j48]Marco Pizzolato, Guillaume Gilbert, Jean-Philippe Thiran, Maxime Descoteaux, Rachid Deriche:
Adaptive phase correction of diffusion-weighted images. NeuroImage 206 (2020) - [j47]Guillaume Theaud, Jean-Christophe Houde, Arnaud Boré, François Rheault, Félix C. Morency, Maxime Descoteaux:
TractoFlow: A robust, efficient and reproducible diffusion MRI pipeline leveraging Nextflow & Singularity. NeuroImage 218: 116889 (2020) - [j46]Gabriel Girard, Roberto Caminiti, Alexandra Battaglia-Mayer, Etienne St-Onge, Karen Sandø Ambrosen, Simon F. Eskildsen, Kristine Krug, Tim B. Dyrby, Maxime Descoteaux, Jean-Philippe Thiran, Giorgio M. Innocenti:
On the cortical connectivity in the macaque brain: A comparison of diffusion tractography and histological tracing data. NeuroImage 221: 117201 (2020) - [c32]Achraf Essemlali, Etienne St-Onge, Maxime Descoteaux, Pierre-Marc Jodoin:
Understanding Alzheimer disease's structural connectivity through explainable AI. MIDL 2020: 217-229 - [e4]Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Hervé Lombaert, Christopher Pal:
International Conference on Medical Imaging with Deep Learning, MIDL 2020, 6-8 July 2020, Montréal, QC, Canada. Proceedings of Machine Learning Research 121, PMLR 2020 [contents] - [i6]Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Herve Lombaert, Chris Pal:
Medical Imaging with Deep Learning: MIDL 2020 - Short Paper Track. CoRR abs/2007.02319 (2020) - [i5]Jon Haitz Legarreta, Laurent Petit, François Rheault, Guillaume Theaud, Carl Lemaire, Maxime Descoteaux, Pierre-Marc Jodoin:
Tractography filtering using autoencoders. CoRR abs/2010.04007 (2020)
2010 – 2019
- 2019
- [j45]Francois Rheault, Etienne St-Onge, Jasmeen Sidhu, Klaus H. Maier-Hein, Nathalie Tzourio-Mazoyer, Laurent Petit, Maxime Descoteaux:
Bundle-specific tractography with incorporated anatomical and orientational priors. NeuroImage 186: 382-398 (2019) - [j44]Russell Butler, Pierre-Michel Bernier, Gregory W. Mierzwinski, Maxime Descoteaux, Guillaume Gilbert, Kevin Whittingstall:
Cortical distance, not cancellation, dominates inter-subject EEG gamma rhythm amplitude. NeuroImage 192: 156-165 (2019) - [j43]Maxime Chamberland, Erika P. Raven, Sila Genc, Kate Duffy, Maxime Descoteaux, Greg D. Parker, Chantal M. W. Tax, Derek K. Jones:
Dimensionality reduction of diffusion MRI measures for improved tractometry of the human brain. NeuroImage 200: 89-100 (2019) - [j42]Samuel Deslauriers-Gauthier, Jean-Marc Lina, Russell Butler, Kevin Whittingstall, Guillaume Gilbert, Pierre-Michel Bernier, Rachid Deriche, Maxime Descoteaux:
White matter information flow mapping from diffusion MRI and EEG. NeuroImage 201 (2019) - [i4]Philippe Poulin, Daniel Jörgens, Pierre-Marc Jodoin, Maxime Descoteaux:
Tractography and machine learning: Current state and open challenges. CoRR abs/1902.05568 (2019) - 2018
- [j41]Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne:
Guest editorial for the IJCARS special issue on MICCAI 2017. Int. J. Comput. Assist. Radiol. Surg. 13(9): 1309-1310 (2018) - [j40]Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne:
Special Issue on MICCAI 2017. Medical Image Anal. 48: 259 (2018) - [j39]Etienne St-Onge, Alessandro Daducci, Gabriel Girard, Maxime Descoteaux:
Surface-enhanced tractography (SET). NeuroImage 169: 524-539 (2018) - [j38]Eleftherios Garyfallidis, Marc-Alexandre Côté, Francois Rheault, Jasmeen Sidhu, Janice Hau, Laurent Petit, David Fortin, Stephen Cunanne, Maxime Descoteaux:
Recognition of white matter bundles using local and global streamline-based registration and clustering. NeuroImage 170: 283-295 (2018) - [j37]Zhengwu Zhang, Maxime Descoteaux, Jingwen Zhang, Gabriel Girard, Maxime Chamberland, David B. Dunson, Anuj Srivastava, Hongtu Zhu:
Mapping population-based structural connectomes. NeuroImage 172: 130-145 (2018) - [j36]Slimane Tounekti, Thomas Troalen, Yann Bihan-Poudec, Mathilda Froesel, Franck Lamberton, Valéry Ozenne, Justine C. Cléry, Nathalie Richard, Maxime Descoteaux, Suliann Ben Hamed, Bassem Hiba:
High-resolution 3D diffusion tensor MRI of anesthetized rhesus macaque brain at 3T. NeuroImage 181: 149-161 (2018) - [c31]Samuel Deslauriers-Gauthier, Drew Parker, François Rheault, Rachid Deriche, Steven Brem, Maxime Descoteaux, Ragini Verma:
Edema-Informed Anatomically Constrained Particle Filter Tractography. MICCAI (3) 2018: 375-382 - 2017
- [j35]Benoit Tricot, Maxime Descoteaux, Matthieu Dumont, Frederic Chagnon, Luc Tremblay, André Carpentier, Olivier Lesur, Martin D. Lepage, Alain Lalande:
Improving the evaluation of cardiac function in rats at 7T with denoising filters: a comparison study. BMC Medical Imaging 17(1): 62:1-62:7 (2017) - [j34]Maxime Chamberland, Gabriel Girard, Michaël Bernier, David Fortin, Maxime Descoteaux, Kevin Whittingstall:
On the Origin of Individual Functional Connectivity Variability: The Role of White Matter Architecture. Brain Connect. 7(8): 491-503 (2017) - [j33]A. Chekir, Salima Hassas, Maxime Descoteaux, Marc-Alexandre Côté, Eleftherios Garyfallidis, Fatima Oulebsir-Boumghar:
3D-SSF: A bio-inspired approach for dynamic multi-subject clustering of white matter tracts. Comput. Biol. Medicine 83: 10-21 (2017) - [j32]Francois Rheault, Jean-Christophe Houde, Maxime Descoteaux:
Visualization, Interaction and Tractometry: Dealing with Millions of Streamlines from Diffusion MRI Tractography. Frontiers Neuroinformatics 11: 42 (2017) - [j31]Louis-Philippe Ledoux, Félix C. Morency, Martin Cousineau, Jean-Christophe Houde, Kevin Whittingstall, Maxime Descoteaux:
Fiberweb: Diffusion Visualization and Processing in the Browser. Frontiers Neuroinformatics 11: 54 (2017) - [j30]Peter F. Neher, Marc-Alexandre Côté, Jean-Christophe Houde, Maxime Descoteaux, Klaus H. Maier-Hein:
Fiber tractography using machine learning. NeuroImage 158: 417-429 (2017) - [c30]Maxime Chamberland, William Gray, Maxime Descoteaux, Derek K. Jones:
Interactive Computation and Visualization of Structural Connectomes in Real-Time. CNI@MICCAI 2017: 35-41 - [c29]Samuel Deslauriers-Gauthier, Jean-Marc Lina, Russell Butler, Pierre-Michel Bernier, Kevin Whittingstall, Rachid Deriche, Maxime Descoteaux:
Inference and Visualization of Information Flow in the Visual Pathway Using dMRI and EEG. MICCAI (1) 2017: 505-512 - [c28]Philippe Poulin, Marc-Alexandre Côté, Jean-Christophe Houde, Laurent Petit, Peter F. Neher, Klaus H. Maier-Hein, Hugo Larochelle, Maxime Descoteaux:
Learn to Track: Deep Learning for Tractography. MICCAI (1) 2017: 540-547 - [e3]Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10433, Springer 2017, ISBN 978-3-319-66181-0 [contents] - [e2]Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10434, Springer 2017, ISBN 978-3-319-66184-1 [contents] - [e1]Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III. Lecture Notes in Computer Science 10435, Springer 2017, ISBN 978-3-319-66178-0 [contents] - [d1]Peter F. Neher, Jean-Christophe Houde, Maxime Descoteaux, Klaus H. Maier-Hein:
Tractography Challenge ISMRM 2015 b=3000s/mm² Data. Zenodo, 2017
- [i3]Mauro Zucchelli, Maxime Descoteaux, Gloria Menegaz:
NODDI-SH: a computational efficient NODDI extension for fODF estimation in diffusion MRI. CoRR abs/1708.08999 (2017) - 2016
- [j29]Samuel Deslauriers-Gauthier, Pina Marziliano, Michael Paquette, Maxime Descoteaux:
The application of a new sampling theorem for non-bandlimited signals on the sphere: Improving the recovery of crossing fibers for low b-value acquisitions. Medical Image Anal. 30: 46-59 (2016) - [j28]Samuel St-Jean, Pierrick Coupé, Maxime Descoteaux:
Non Local Spatial and Angular Matching: Enabling higher spatial resolution diffusion MRI datasets through adaptive denoising. Medical Image Anal. 32: 115-130 (2016) - [j27]Michael Paquette, Guillaume Gilbert, Maxime Descoteaux:
Optimal DSI reconstruction parameter recommendations: Better ODFs and better connectivity. NeuroImage 142: 1-13 (2016) - [j26]Omar Ocegueda, Oscar Dalmau Cedeño, Eleftherios Garyfallidis, Maxime Descoteaux, Mariano Rivera:
On the computation of integrals over fixed-size rectangles of arbitrary dimension. Pattern Recognit. Lett. 79: 68-72 (2016) - [i2]Samuel St-Jean, Pierrick Coupé, Maxime Descoteaux:
Non Local Spatial and Angular Matching : Enabling higher spatial resolution diffusion MRI datasets through adaptive denoising. CoRR abs/1606.07239 (2016) - 2015
- [j25]Peter F. Neher, Maxime Descoteaux, Jean-Christophe Houde, Bram Stieltjes, Klaus H. Maier-Hein:
Strengths and weaknesses of state of the art fiber tractography pipelines - A comprehensive in-vivo and phantom evaluation study using Tractometer. Medical Image Anal. 26(1): 287-305 (2015) - [j24]Lipeng Ning, Frederik B. Laun, Yaniv Gur, Edward V. R. DiBella, Samuel Deslauriers-Gauthier, Thinhinane Megherbi, Aurobrata Ghosh, Mauro Zucchelli, Gloria Menegaz, Rutger Fick, Samuel St-Jean, Michael Paquette, Ramón Aranda, Maxime Descoteaux, Rachid Deriche, Lauren O'Donnell, Yogesh Rathi:
Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use? Medical Image Anal. 26(1): 316-331 (2015) - [j23]Caroline Presseau, Pierre-Marc Jodoin, Jean-Christophe Houde, Maxime Descoteaux:
A new compression format for fiber tracking datasets. NeuroImage 109: 73-83 (2015) - [j22]Eleftherios Garyfallidis, Omar Ocegueda, Demian Wassermann, Maxime Descoteaux:
Robust and efficient linear registration of white-matter fascicles in the space of streamlines. NeuroImage 117: 124-140 (2015) - [c27]Gabriel Girard, Rutger Fick, Maxime Descoteaux, Rachid Deriche, Demian Wassermann:
AxTract: Microstructure-Driven Tractography Based on the Ensemble Average Propagator. IPMI 2015: 675-686 - [c26]Rutger Henri Jacques Fick, Mauro Zucchelli, Gabriel Girard, Maxime Descoteaux, Gloria Menegaz, Rachid Deriche:
Using 3D-SHORE and MAP-MRI to obtain both tractography and microstructural constrast from a clinical DMRI acquisition. ISBI 2015: 436-439 - [p2]Olivier Vaillancourt, Maxime Chamberland, Jean-Christophe Houde, Maxime Descoteaux:
Visualization of Diffusion Propagator and Multiple Parameter Diffusion Signal. Visualization and Processing of Higher Order Descriptors for Multi-Valued Data 2015: 191-212 - [p1]Vesna Prckovska, Magí Andorrà, Pablo Villoslada, Eloy Martinez-Heras, Remco Duits, David Fortin, Paulo Reis Rodrigues, Maxime Descoteaux:
Contextual Diffusion Image Post-processing Aids Clinical Applications. Visualization and Processing of Higher Order Descriptors for Multi-Valued Data 2015: 353-377 - 2014
- [j21]Eleftherios Garyfallidis, Matthew Brett, Bagrat Amirbekian, Ariel Rokem, Stéfan van der Walt, Maxime Descoteaux, Ian Nimmo-Smith:
Dipy, a library for the analysis of diffusion MRI data. Frontiers Neuroinformatics 8: 8 (2014) - [j20]Maxime Chamberland, Kevin Whittingstall, David Mathieu, David Fortin, Maxime Descoteaux:
Real-time multi-peak tractography for instantaneous connectivity display. Frontiers Neuroinformatics 8: 59 (2014) - [j19]Alexandre Gramfort, Cyril Poupon, Maxime Descoteaux:
Denoising and fast diffusion imaging with physically constrained sparse dictionary learning. Medical Image Anal. 18(1): 36-49 (2014) - [j18]Gabriel Girard, Kevin Whittingstall, Rachid Deriche, Maxime Descoteaux:
Towards quantitative connectivity analysis: reducing tractography biases. NeuroImage 98: 266-278 (2014) - [j17]Alessandro Daducci, Erick Jorge Canales-Rodríguez, Maxime Descoteaux, Eleftherios Garyfallidis, Yaniv Gur, Ying-Chia Lin, Merry Mani, Sylvain Merlet, Michael Paquette, Alonso Ramirez-Manzanares, Marco Reisert, Paulo Reis Rodrigues, Farshid Sepehrband, Emmanuel Caruyer, Jeiran Choupan, Rachid Deriche, Mathews Jacob, Gloria Menegaz, Vesna Prckovska, Mariano Rivera, Yves Wiaux, Jean-Philippe Thiran:
Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI. IEEE Trans. Medical Imaging 33(2): 384-399 (2014) - 2013
- [j16]Marc-Alexandre Côté, Gabriel Girard, Arnaud Boré, Eleftherios Garyfallidis, Jean-Christophe Houde, Maxime Descoteaux:
Tractometer: Towards validation of tractography pipelines. Medical Image Anal. 17(7): 844-857 (2013) - [j15]Pierrick Coupé, José V. Manjón, Maxime Chamberland, Maxime Descoteaux, Bassem Hiba:
Collaborative patch-based super-resolution for diffusion-weighted images. NeuroImage 83: 245-261 (2013) - 2012
- [j14]Maxime Descoteaux:
De l'estimation locale par imagerie q-ball à la tractographie des croisements de fibres. Tech. Sci. Informatiques 31(3): 375-396 (2012) - [c25]Romain Giot, Christophe Charrier, Maxime Descoteaux:
Local water diffusion phenomenon clustering from high angular resolution diffusion imaging (HARDI). ICPR 2012: 3745-3749 - [c24]Véronique Brion, Olivier Riff, Maxime Descoteaux, Jean-François Mangin, Denis Le Bihan, Cyril Poupon, Fabrice Poupon:
The Parallel Kalman Filter: An efficient tool to deal with real-time non central χ noise correction of HARDI data. ISBI 2012: 34-37 - [c23]Alexandre Gramfort, Cyril Poupon, Maxime Descoteaux:
Sparse DSI: Learning DSI Structure for Denoising and Fast Imaging. MICCAI (2) 2012: 288-296 - [c22]Sylvain Merlet, Anne-Charlotte Philippe, Rachid Deriche, Maxime Descoteaux:
Tractography via the Ensemble Average Propagator in Diffusion MRI. MICCAI (2) 2012: 339-346 - [c21]Marc-Alexandre Côté, Arnaud Boré, Gabriel Girard, Jean-Christophe Houde, Maxime Descoteaux:
Tractometer: Online Evaluation System for Tractography. MICCAI (1) 2012: 699-706 - [i1]Romain Giot, Christophe Charrier, Maxime Descoteaux:
Local Water Diffusion Phenomenon Clustering From High Angular Resolution Diffusion Imaging (HARDI). CoRR abs/1207.0677 (2012) - 2011
- [j13]Maxime Descoteaux, Rachid Deriche, Denis Le Bihan, Jean-François Mangin, Cyril Poupon:
Multiple q-shell diffusion propagator imaging. Medical Image Anal. 15(4): 603-621 (2011) - [j12]Pamela Guevara, Cyril Poupon, Denis Rivière, Yann Cointepas, Maxime Descoteaux, Bertrand Thirion, Jean-François Mangin:
Robust clustering of massive tractography datasets. NeuroImage 54(3): 1975-1993 (2011) - [j11]Pierre Fillard, Maxime Descoteaux, Alvina Goh, Sylvain Gouttard, Ben Jeurissen, James Malcolm, Alonso Ramirez-Manzanares, Marco Reisert, Ken E. Sakaie, Fatima Tensaouti, Ting Yo, Jean-François Mangin, Cyril Poupon:
Quantitative evaluation of 10 tractography algorithms on a realistic diffusion MR phantom. NeuroImage 56(1): 220-234 (2011) - 2010
- [j10]Irina Kezele, Maxime Descoteaux, Cyril Poupon, Fabrice Poupon, Jean-François Mangin:
Spherical wavelet transform for ODF sharpening. Medical Image Anal. 14(3): 332-342 (2010) - [c20]Pamela Guevara, Cyril Poupon, Denis Rivière, Yann Cointepas, Linda Marrakchi-Kacem, Maxime Descoteaux, Pierre Fillard, Bertrand Thirion, Jean-François Mangin:
Inference of a HARDI Fiber Bundle Atlas Using a Two-Level Clustering Strategy. MICCAI (1) 2010: 550-557
2000 – 2009
- 2009
- [j9]Maxime Descoteaux, Rachid Deriche:
High Angular Resolution Diffusion MRI Segmentation Using Region-Based Statistical Surface Evolution. J. Math. Imaging Vis. 33(2): 239-252 (2009) - [j8]Rachid Deriche, Jeff Calder, Maxime Descoteaux:
Optimal real-time Q-ball imaging using regularized Kalman filtering with incremental orientation sets. Medical Image Anal. 13(4): 564-579 (2009) - [j7]Christophe Lenglet, Jennifer S. W. Campbell, Maxime Descoteaux, Gloria Haro, Peter Savadjiev, Demian Wassermann, Alfred Anwander, Rachid Deriche, G. Bruce Pike, Guillermo Sapiro, Kaleem Siddiqi, Paul M. Thompson:
Mathematical methods for diffusion MRI processing. NeuroImage 45(1): S111-S122 (2009) - [j6]Maxime Descoteaux, Rachid Deriche, Thomas R. Knösche, Alfred Anwander:
Deterministic and Probabilistic Tractography Based on Complex Fibre Orientation Distributions. IEEE Trans. Medical Imaging 28(2): 269-286 (2009) - [c19]Vesna Prckovska, Anna Vilanova, Cyril Poupon, Bart M. ter Haar Romeny, Maxime Descoteaux:
Fast Classification Scheme for HARDI Data Simplification. ICT Innovations 2009: 345-355 - [c18]Maxime Descoteaux, Rachid Deriche, Denis Le Bihan, Jean-François Mangin, Cyril Poupon:
Diffusion Propagator Imaging: Using Laplace's Equation and Multiple Shell Acquisitions to Reconstruct the Diffusion Propagator. IPMI 2009: 1-13 - [c17]Mickaël Péchaud, Maxime Descoteaux, Renaud Keriven:
Brain Connectivity Using Geodesics in HARDI. MICCAI (1) 2009: 482-489 - [c16]Ting-Shuo Yo, Alfred Anwander, Maxime Descoteaux, Pierre Fillard, Cyril Poupon, Thomas R. Knösche:
Quantifying Brain Connectivity: A Comparative Tractography Study. MICCAI (1) 2009: 886-893 - 2008
- [b1]Maxime Descoteaux:
High Angular Resolution Diffusion MRI: from Local Estimation to Segmentation and Tractography. (IRM de diffusion à haute résolution angulaire: estimation locale, segmentation et suivi de fibres). University of Nice Sophia Antipolis, France, 2008 - [j5]Demian Wassermann, Maxime Descoteaux, Rachid Deriche:
Diffusion Maps Clustering for Magnetic Resonance Q-Ball Imaging Segmentation. Int. J. Biomed. Imaging 2008: 526906:1-526906:12 (2008) - [j4]Maxime Descoteaux, D. Louis Collins, Kaleem Siddiqi:
A geometric flow for segmenting vasculature in proton-density weighted MRI. Medical Image Anal. 12(4): 497-513 (2008) - [j3]Peter Savadjiev, Jennifer S. W. Campbell, Maxime Descoteaux, Rachid Deriche, G. Bruce Pike, Kaleem Siddiqi:
Labeling of ambiguous subvoxel fibre bundle configurations in high angular resolution diffusion MRI. NeuroImage 41(1): 58-68 (2008) - [j2]Julien Cohen-Adad, Maxime Descoteaux, Serge Rossignol, Richard D. Hoge, Rachid Deriche, Habib Benali:
Detection of multiple pathways in the spinal cord using q-ball imaging. NeuroImage 42(2): 739-749 (2008) - [c15]Julien Cohen-Adad, Maxime Descoteaux, Serge Rossignol, Richard D. Hoge, Rachid Deriche, Habib Benali:
Detection of multiple pathways in the spinal cord white matter using q-ball imaging. ISBI 2008: 696-699 - [c14]Maxime Descoteaux, Nicolas Wiest-Daesslé, Sylvain Prima, Christian Barillot, Rachid Deriche:
Impact of Rician Adapted Non-Local Means Filtering on HARDI. MICCAI (2) 2008: 122-130 - [c13]Aurobrata Ghosh, Maxime Descoteaux, Rachid Deriche:
Riemannian Framework for Estimating Symmetric Positive Definite 4th Order Diffusion Tensors. MICCAI (1) 2008: 858-865 - 2007
- [j1]Ingerid Reinertsen, Maxime Descoteaux, Kaleem Siddiqi, D. Louis Collins:
Validation of vessel-based registration for correction of brain shift. Medical Image Anal. 11(4): 374-388 (2007) - [c12]Demian Wassermann, Maxime Descoteaux, Rachid Deriche:
Diffusion Maps Segmentation of Magnetic Resonance Q-Ball Imaging. ICCV 2007: 1-8 - [c11]Rachid Deriche, Maxime Descoteaux:
Splitting Tracking through Crossing Fibers: Multidirectional Q-Ball Tracking. ISBI 2007: 756-759 - [c10]Maxime Descoteaux, Peter Savadjiev, Jennifer S. W. Campbell, G. Bruce Pike, Kaleem Siddiqi, Rachid Deriche:
Validation and Comparison of Analytical Q-Ball Imaging Methods. ISBI 2007: 1084-1087 - [c9]Maxime Descoteaux, Rachid Deriche:
Segmentation of Q-Ball Images Using Statistical Surface Evolution. MICCAI (2) 2007: 769-776 - [c8]Maxime Descoteaux, Christophe Lenglet, Rachid Deriche:
Diffusion tensor sharpening improves white matter tractography. Medical Imaging: Image Processing 2007: 65121J - 2006
- [c7]Maxime Descoteaux, Elaine Angelino, Shaun Fitzgibbons, Rachid Deriche:
A fast and robust ODF estimation algorithm in Q-ball imaging. ISBI 2006: 81-84 - [c6]Maxime Descoteaux, Elaine Angelino, Shaun Fitzgibbons, Rachid Deriche:
Apparent diffusion profile estimation from high angular resolution diffusion images. Medical Imaging: Image Processing 2006: 61441D - 2005
- [c5]Maxime Descoteaux, Michel A. Audette, Kiyoyuki Chinzei, Kaleem Siddiqi:
Bone Enhancement Filtering: Application to Sinus Bone Segmentation and Simulation of Pituitary Surgery. MICCAI 2005: 9-16 - 2004
- [c4]Maxime Descoteaux, D. Louis Collins, Kaleem Siddiqi:
A Multi-scale Geometric Flow for Segmenting Vasculature in MRI. ECCV Workshops CVAMIA and MMBIA 2004: 169-180 - [c3]Ingerid Reinertsen, Maxime Descoteaux, Simon Drouin, Kaleem Siddiqi, D. Louis Collins:
Vessel Driven Correction of Brain Shift. MICCAI (2) 2004: 208-216 - [c2]Maxime Descoteaux, D. Louis Collins, Kaleem Siddiqi:
Geometric Flows for Segmenting Vasculature in MRI: Theory and Validation. MICCAI (1) 2004: 500-507 - 2003
- [c1]M. Mallar Chakravarty, Gilles Bertrand, Maxime Descoteaux, Abbas F. Sadikot, D. Louis Collins:
The Creation of a Brain Atlas for Image Guided Neurosurgery Using Serial Histological Data. MICCAI (1) 2003: 343-350
Coauthor Index
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