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Samuel Deslauriers-Gauthier
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2020 – today
- 2024
- [j10]Shihan Ma, Irene Mendez Guerra, Arnault H. Caillet, Jiamin Zhao, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina
:
NeuroMotion: Open-source platform with neuromechanical and deep network modules to generate surface EMG signals during voluntary movement. PLoS Comput. Biol. 20(7): 1012257 (2024) - [i2]Aymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, Adrian Iaccovelli, David Naccache:
CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models. CoRR abs/2410.23072 (2024) - 2023
- [j9]Gabriel Girard, Jonathan Rafael-Patino, Raphaël Truffet, Dogu Baran Aydogan, Nagesh Adluru, Veena A. Nair, Vivek Prabhakaran, Barbara B. Bendlin
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge. NeuroImage 277: 120231 (2023) - 2022
- [c14]Aymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, Mauro Zucchelli, Rachid Deriche:
CNN and diffusion MRI’s 4th degree rotational invariants for Alzheimer’s disease identification. LIDTA 2022: 163-174 - [i1]Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina:
Human Biophysics as Network Weights: Conditional Generative Models for Ultra-fast Simulation. CoRR abs/2211.01856 (2022) - 2021
- [j8]Alberto De Luca
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge. NeuroImage 240: 118367 (2021) - [c13]Ivana Kojcic, Théodore Papadopoulo, Rachid Deriche, Samuel Deslauriers-Gauthier:
Incorporating Transmission Delays Supported By Diffusion Mri In Meg Source Reconstruction. ISBI 2021: 64-68 - [c12]Mauro Zucchelli, Samuel Deslauriers-Gauthier, Rachid Deriche:
Investigating The Effect Of Dmri Signal Representation On Fully-Connected Neural Networks Brain Tissue Microstructure Estimation. ISBI 2021: 725-728 - [c11]Mauro Zucchelli, Samuel Deslauriers-Gauthier, Rachid Deriche:
Brain Tissue Microstructure Characterization Using dMRI Based Autoencoder Neural-Networks. CDMRI@MICCAI 2021: 48-57 - [c10]Yang Ji
Structure-Function Mapping via Graph Neural Networks. MLCN@MICCAI 2021: 135-144 - [c9]Sara Sedlar, Abib Alimi, Théodore Papadopoulo, Rachid Deriche, Samuel Deslauriers-Gauthier:
A Spherical Convolutional Neural Network for White Matter Structure Imaging via dMRI. MICCAI (3) 2021: 529-539 - 2020
- [j7]Mauro Zucchelli
A computational Framework for generating rotation invariant features and its application in diffusion MRI. Medical Image Anal. 60 (2020) - [j6]Abib Alimi
Analytical and fast Fiber Orientation Distribution reconstruction in 3D-Polarized Light Imaging. Medical Image Anal. 65: 101760 (2020) - [j5]Samuel Deslauriers-Gauthier, Mauro Zucchelli, Matteo Frigo
A unified framework for multimodal structure-function mapping based on eigenmodes. Medical Image Anal. 66: 101799 (2020) - [c8]Matteo Frigo
Multi Tissue Modelling of Diffusion MRI Signal Reveals Volume Fraction Bias. ISBI 2020: 991-994
2010 – 2019
- 2019
- [j4]Samuel Deslauriers-Gauthier
White matter information flow mapping from diffusion MRI and EEG. NeuroImage 201 (2019) - [c7]Abib Alimi, Samuel Deslauriers-Gauthier, Felix Matuschke, Daniel Schmitz, Markus Axer
Analytical Fiber ODF Reconstruction in 3D Polarized Light Imaging: Performance Assessment. ISBI 2019: 1652-1655 - [c6]Samuel Deslauriers-Gauthier, Rachid Deriche:
Estimation of axonal conduction speed and the inter hemispheric transfer time using connectivity informed maximum entropy on the mean. Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109530E - 2018
- [c5]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 - [c4]Guillermo Gallardo, Nathalie T. H. Gayraud, Rachid Deriche, Maureen Clerc, Samuel Deslauriers-Gauthier, Demian Wassermann:
Solving the Cross-Subject Parcel Matching Problem Using Optimal Transport. MICCAI (1) 2018: 836-843 - 2017
- [c3]Samuel Deslauriers-Gauthier, Jean-Marc Lina, Russell Butler, Pierre-Michel Bernier
Inference and Visualization of Information Flow in the Visual Pathway Using dMRI and EEG. MICCAI (1) 2017: 505-512 - 2016
- [j3]Samuel Deslauriers-Gauthier
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) - 2015
- [j2]Lipeng Ning
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) - 2013
- [j1]Samuel Deslauriers-Gauthier
Sampling Signals With a Finite Rate of Innovation on the Sphere. IEEE Trans. Signal Process. 61(18): 4552-4561 (2013) - 2012
- [c2]Samuel Deslauriers-Gauthier, Pina Marziliano:
Spherical finite rate of innovation theory for the recovery of fiber orientations. EMBC 2012: 2294-2297 - 2011
- [c1]Samuel Deslauriers-Gauthier, Pina Marziliano:
Magnetic resonance image reconstruction using the annihilating filter method. ISBI 2011: 61-64
Coauthor Index
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