Samuel Deslauriers-Gauthier

31 papers Journal 15Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Brain Network Alignment Using Structural and Functional Connectivity With Anatomical Constraints. ISBI Yanis Aeschlimann, Anna Calissano, Théo Papadopoulo, Samuel Deslauriers-Gauthier
2025	J	`jnl`	CNN Interpretability with Multivector Tucker Saliency Maps for Self-Supervised Models. Trans. Mach. Learn. Res. Aymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, Adrian Iacovelli, David Naccache
2025	J	`jnl`	Conditional Generative Models for Simulation of EMG During Naturalistic Movements. IEEE Trans. Neural Networks Learn. Syst. Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina
2025	J	`jnl`	Conditional-t CoRR Aymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, Adrian Iaccovelli, David Naccache
2025	—	`conf`	Log-Euclidean Frameworks for Smooth Brain Connectivity Trajectories. GSI (3) Olivier Bisson, Yanis Aeschlimann, Samuel Deslauriers-Gauthier, Xavier Pennec
2024	J	`jnl`	CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models. CoRR Aymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, Adrian Iaccovelli, David Naccache
2024	J	`jnl`	NeuroMotion: Open-source platform with neuromechanical and deep network modules to generate surface EMG signals during voluntary movement. PLoS Comput. Biol. Shihan Ma, Irene Mendez Guerra, Arnault H. Caillet, Jiamin Zhao, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina
2023	J	`jnl`	Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge. NeuroImage 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
2022	—	`conf`	CNN and diffusion MRI’s 4th degree rotational invariants for Alzheimer’s disease identification. LIDTA Aymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, Mauro Zucchelli, Rachid Deriche
2022	J	`jnl`	Human Biophysics as Network Weights: Conditional Generative Models for Ultra-fast Simulation. CoRR Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina
2021	—	`conf`	A Spherical Convolutional Neural Network for White Matter Structure Imaging via dMRI. MICCAI (3) Sara Sedlar, Abib Alimi, Théodore Papadopoulo, Rachid Deriche, Samuel Deslauriers-Gauthier
2021	—	`conf`	Brain Tissue Microstructure Characterization Using dMRI Based Autoencoder Neural-Networks. CDMRI@MICCAI Mauro Zucchelli, Samuel Deslauriers-Gauthier, Rachid Deriche
2021	—	`conf`	Incorporating Transmission Delays Supported By Diffusion Mri In Meg Source Reconstruction. ISBI Ivana Kojcic, Théodore Papadopoulo, Rachid Deriche, Samuel Deslauriers-Gauthier
2021	—	`conf`	Investigating The Effect Of Dmri Signal Representation On Fully-Connected Neural Networks Brain Tissue Microstructure Estimation. ISBI Mauro Zucchelli, Samuel Deslauriers-Gauthier, Rachid Deriche
2021	J	`jnl`	On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge. NeuroImage Alberto De Luca, Andrada Ianus, Alexander Leemans, Marco Palombo, Noam Shemesh, Hui Zhang, Daniel C. Alexander, Markus Nilsson, Martijn Froeling, Geert Jan Biessels, Mauro Zucchelli, Matteo Frigo, Enes Albay, Sara Sedlar, Abib Alimi, Samuel Deslauriers-Gauthier, Rachid Deriche, Rutger Fick, Maryam Afzali, Tomasz Pieciak, Fabian Bogusz, Santiago Aja-Fernández, Evren Özarslan, Derek K. Jones, Haoze Chen, Mingwu Jin, Zhijie Zhang, Fengxiang Wang, Vishwesh Nath, Prasanna Parvathaneni, Jan Morez, Jan Sijbers, Ben Jeurissen, Shreyas Fadnavis, Stefan C. Endres, Ariel Rokem, Eleftherios Garyfallidis, Irina Sánchez, Vesna Prchkovska, Paulo Rodrigues, Bennett A. Landman, Kurt G. Schilling
2021	—	`conf`	Structure-Function Mapping via Graph Neural Networks. MLCN@MICCAI Yang Ji, Samuel Deslauriers-Gauthier, Rachid Deriche
2020	J	`jnl`	A computational Framework for generating rotation invariant features and its application in diffusion MRI. Medical Image Anal. Mauro Zucchelli, Samuel Deslauriers-Gauthier, Rachid Deriche
2020	J	`jnl`	A unified framework for multimodal structure-function mapping based on eigenmodes. Medical Image Anal. Samuel Deslauriers-Gauthier, Mauro Zucchelli, Matteo Frigo, Rachid Deriche
2020	J	`jnl`	Analytical and fast Fiber Orientation Distribution reconstruction in 3D-Polarized Light Imaging. Medical Image Anal. Abib Alimi, Samuel Deslauriers-Gauthier, Felix Matuschke, Andreas Müller, Sascha E. A. Muenzing, Markus Axer, Rachid Deriche
2020	—	`conf`	Multi Tissue Modelling of Diffusion MRI Signal Reveals Volume Fraction Bias. ISBI Matteo Frigo, Rutger Henri Jacques Fick, Mauro Zucchelli, Samuel Deslauriers-Gauthier, Rachid Deriche
2019	—	`conf`	Analytical Fiber ODF Reconstruction in 3D Polarized Light Imaging: Performance Assessment. ISBI Abib Alimi, Samuel Deslauriers-Gauthier, Felix Matuschke, Daniel Schmitz, Markus Axer, Rachid Deriche
2019	—	`conf`	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 Samuel Deslauriers-Gauthier, Rachid Deriche
2019	J	`jnl`	White matter information flow mapping from diffusion MRI and EEG. NeuroImage Samuel Deslauriers-Gauthier, Jean-Marc Lina, Russell Butler, Kevin Whittingstall, Guillaume Gilbert, Pierre-Michel Bernier, Rachid Deriche, Maxime Descoteaux
2018	—	`conf`	Edema-Informed Anatomically Constrained Particle Filter Tractography. MICCAI (3) Samuel Deslauriers-Gauthier, Drew Parker, François Rheault, Rachid Deriche, Steven Brem, Maxime Descoteaux, Ragini Verma
2018	—	`conf`	Solving the Cross-Subject Parcel Matching Problem Using Optimal Transport. MICCAI (1) Guillermo Gallardo, Nathalie T. H. Gayraud, Rachid Deriche, Maureen Clerc, Samuel Deslauriers-Gauthier, Demian Wassermann
2017	—	`conf`	Inference and Visualization of Information Flow in the Visual Pathway Using dMRI and EEG. MICCAI (1) Samuel Deslauriers-Gauthier, Jean-Marc Lina, Russell Butler, Pierre-Michel Bernier, Kevin Whittingstall, Rachid Deriche, Maxime Descoteaux
2016	J	`jnl`	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. Samuel Deslauriers-Gauthier, Pina Marziliano, Michael Paquette, Maxime Descoteaux
2015	J	`jnl`	Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use? Medical Image Anal. 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
2013	J	`jnl`	Sampling Signals With a Finite Rate of Innovation on the Sphere. IEEE Trans. Signal Process. Samuel Deslauriers-Gauthier, Pina Marziliano
2012	—	`conf`	Spherical finite rate of innovation theory for the recovery of fiber orientations. EMBC Samuel Deslauriers-Gauthier, Pina Marziliano
2011	—	`conf`	Magnetic resonance image reconstruction using the annihilating filter method. ISBI Samuel Deslauriers-Gauthier, Pina Marziliano