Samuel Deslauriers-Gauthier

Orcid: 0000-0003-2781-121X

According to our database1, Samuel Deslauriers-Gauthier authored at least 24 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2023
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge.
NeuroImage, August, 2023

2022
Human Biophysics as Network Weights: Conditional Generative Models for Ultra-fast Simulation.
CoRR, 2022

CNN and diffusion MRI’s 4th degree rotational invariants for Alzheimer’s disease identification.
Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022

2021
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge.
NeuroImage, 2021

Brain Tissue Microstructure Characterization Using dMRI Based Autoencoder Neural-Networks.
Proceedings of the Computational Diffusion MRI - 12th International Workshop, 2021

A Spherical Convolutional Neural Network for White Matter Structure Imaging via dMRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Structure-Function Mapping via Graph Neural Networks.
Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021

Investigating The Effect Of Dmri Signal Representation On Fully-Connected Neural Networks Brain Tissue Microstructure Estimation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Incorporating Transmission Delays Supported By Diffusion Mri In Meg Source Reconstruction.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
A computational Framework for generating rotation invariant features and its application in diffusion MRI.
Medical Image Anal., 2020

A unified framework for multimodal structure-function mapping based on eigenmodes.
Medical Image Anal., 2020

Analytical and fast Fiber Orientation Distribution reconstruction in 3D-Polarized Light Imaging.
Medical Image Anal., 2020

Multi Tissue Modelling of Diffusion MRI Signal Reveals Volume Fraction Bias.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
White matter information flow mapping from diffusion MRI and EEG.
NeuroImage, 2019

Estimation of axonal conduction speed and the inter hemispheric transfer time using connectivity informed maximum entropy on the mean.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Analytical Fiber ODF Reconstruction in 3D Polarized Light Imaging: Performance Assessment.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Solving the Cross-Subject Parcel Matching Problem Using Optimal Transport.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Edema-Informed Anatomically Constrained Particle Filter Tractography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Inference and Visualization of Information Flow in the Visual Pathway Using dMRI and EEG.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
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., 2016

2015
Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use?
Medical Image Anal., 2015

2013
Sampling Signals With a Finite Rate of Innovation on the Sphere.
IEEE Trans. Signal Process., 2013

2012
Spherical finite rate of innovation theory for the recovery of fiber orientations.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Magnetic resonance image reconstruction using the annihilating filter method.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011


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