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A Unified Model for Structure–function Mapping Based on Eigenmodes

 Samuel Deslauriers-Gauthier , Rachid Deriche
OHBM 2020 - Organisation for Humain Brain Mapping, Jun 2020, Montréal, Canada
Poster de conférence hal-02925986v1
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On null models for temporal small-worldness in brain dynamics

 Aurora Rossi , Samuel Deslauriers-Gauthier , Emanuele Natale
Network Neuroscience, 2024, pp.1-30. ⟨10.1162/netn_a_00357⟩
Article dans une revue hal-04389639v1
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Preliminary results on the graph matching of structural and functional brain networks

 Yanis Aeschlimann , Anna Calissano , Samuel Deslauriers-Gauthier , Théodore Papadopoulo , Andreas Hansen
Neuromod Yearly Meeting 2023, Jun 2023, Antibes, France
Poster de conférence hal-04165209v1
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Analytical Fiber ODF Reconstruction in 3D Polarized Light Imaging: Performance Assessment

 Abib Alimi , Samuel Deslauriers-Gauthier , Felix Matuschke , Daniel Schmitz , Markus Axer , et al.
ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venice, Italy
Communication dans un congrès hal-01988262v1
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Edema-informed anatomically constrained particle filter tractography

 Samuel Deslauriers-Gauthier , Drew Parker , Francois Rheault , Rachid Deriche , Steven Brem , et al.
Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, Sep 2018, Granada, Spain
Communication dans un congrès hal-01893110v1
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Brain Tissue Microstructure Characterization Using dMRI Based Autoencoder Neural-Networks

 Mauro Zucchelli , Samuel Deslauriers-Gauthier , Rachid Deriche
MICCAI 2021 - 24th International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2021, Strasbourg, France. ⟨10.1007/978-3-030-87615-9_5⟩
Communication dans un congrès hal-03312453v1
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Rotation invariant features for Alzheimer's disease identification using convolutional neural networks

 Aymene Mohammed Bouayed , Samuel Deslauriers-Gauthier , Rachid Deriche
NeuroMod Meeting 2022, Jun 2022, Antibes, France. pp.1-1
Poster de conférence hal-03691436v3
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Mapping functional traces of opioid memories in the rat brain

 Joana Gomes-Ribeiro , João Martins , José Sereno , Samuel Deslauriers-Gauthier , Teresa Summavielle , et al.
2024
Pré-publication, Document de travail hal-04389077v1
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Inference and Visualization of Information Flow in the Visual Pathway using dMRI and EEG

 Samuel Deslauriers-Gauthier , Jean-Marc Lina , Russell Butler , Pierre-Michel Bernier , Kevin Whittingstall , et al.
MICCAI 2017 Medical Image Computing and Computer Assisted Intervention, Sep 2017, Québec, Canada
Communication dans un congrès hal-01556352v1
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Non-invasive inference of information flow using diffusion MRI, functional MRI, and MEG

 Samuel Deslauriers-Gauthier , Isa Costantini , Rachid Deriche
Journal of Neural Engineering, 2020, 17 (4), pp.19. ⟨10.1088/1741-2552/ab95ec⟩
Article dans une revue hal-02925937v1
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White Matter Information Flow Mapping from Diffusion MRI and EEG

 Samuel Deslauriers-Gauthier , Jean-Marc Lina , Russell Butler , Kevin Whittingstall , Pierre-Michel Bernier , et al.
NeuroImage, 2019, ⟨10.1016/j.neuroimage.2019.116017⟩
Article dans une revue hal-02187859v1
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Connectivity–informed spatio–temporal MEG source reconstruction: Simulation results using a MAR model

 Ivana Kojčić , Théodore Papadopoulo , Rachid Deriche , Samuel Deslauriers-Gauthier
Colloque Line Garnero, Oct 2019, Paris, France
Poster de conférence hal-02379744v1
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Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge

 Gabriel Girard , Jonathan Rafael-Patiño , Raphaël Truffet , Dogu Baran Aydogan , Nagesh Adluru , et al.
NeuroImage, 2023, 277, pp.1-11. ⟨10.1016/j.neuroimage.2023.120231⟩
Article dans une revue hal-04390592v1
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A Riemannian Revisiting of Structure–Function Mapping Based on Eigenmodes

 Samuel Deslauriers-Gauthier , Mauro Zucchelli , Hiba Laghrissi , Rachid Deriche
Frontiers in Neuroimaging, 2022, 1, ⟨10.3389/fnimg.2022.850266⟩
Article dans une revue hal-03677975v1
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Resolving the crossing/kissing fiber ambiguity using Functionally Informed COMMIT

 Matteo Frigo , Isa Costantini , Rachid Deriche , Samuel Deslauriers-Gauthier
Computational Diffusion MRI 2018, Sep 2018, Granada, Spain. ⟨10.1007/978-3-030-05831-9⟩
Communication dans un congrès hal-01864939v1
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A Closed-Form Solution of Rotation Invariant Spherical Harmonic Features in Diffusion MRI

 Mauro Zucchelli , Samuel Deslauriers-Gauthier , Rachid Deriche
MICCAI - Computational Diffusion MRI Workshop 2018, Sep 2018, Granada, Spain
Communication dans un congrès hal-01912148v1
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A Novel Characterization of Traumatic Brain Injury in White Matter with Diffusion MRI Spherical-Harmonics Rotation Invariants

 Mauro Zucchelli , Drew Parker​ , Samuel Deslauriers-Gauthier , Junghoon John Kim , Ragini Verma​ , et al.
ISMRM 2019 - 27th Annual Meeting of International Society for Magnetic Resonance in Medicine, May 2019, Montreal, Canada
Communication dans un congrès hal-02071315v1
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Diffusion MRI fiber orientation distribution function estimation using voxel-wise spherical U-net

 Sara Sedlar , Théodore Papadopoulo , Rachid Deriche , Samuel Deslauriers-Gauthier
International MICCAI Workshop 2020 - Computational Diffusion MRI, Oct 2020, Lima, Peru
Communication dans un congrès hal-02946371v1
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A Paradigm Free Regularization Approach to Recover Brain Activations: Validation on Task fMRI

 Isa Costantini , Samuel Deslauriers-Gauthier , Rachid Deriche
ISMRM 2020 - 28th Annual Meeting & Exhibition of the International Society for Magnetic Resonance in Medicine, Aug 2020, Sydney / Virtual, Australia
Communication dans un congrès hal-03021387v1

On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: chronicles of the MEMENTO challenge

 Alberto de Luca , Andrada Ianus , Alexander Leemans , Marco Palombo , Noam Shemesh , et al.
NeuroImage, 2021, 240, pp.118367. ⟨10.1016/j.neuroimage.2021.118367⟩
Article dans une revue hal-03172123v1
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Fully-Connected Neural Network and Spherical-Harmonics Rotation Invariant Features improve the estimation of brain tissue microstructure in Diffusion MRI

 Mauro Zucchelli , Samuel Deslauriers-Gauthier , Rachid Deriche
SOPHI.A Summit 2020, Nov 2020, Sophia Antipolis, France
Communication dans un congrès hal-02933646v1
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DORIS: a diffusion MRI-based 10 tissue class deep learning segmentation algorithm tailored to improve anatomically-constrained tractography

 Guillaume Theaud , Manon Edde , Matthieu Dumont , Clément Zotti , Mauro Zucchelli , et al.
Frontiers in Neuroimaging, 2022
Article dans une revue hal-03694817v1
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A Unified Framework for Multimodal Structure-function Mapping Based on Eigenmodes

 Samuel Deslauriers-Gauthier , Mauro Zucchelli , Matteo Frigo , Rachid Deriche
Medical Image Analysis, 2020, pp.22. ⟨10.1016/j.media.2020.101799⟩
Article dans une revue hal-02925913v1
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Multi-Tissue Multi-Compartment Models of Diffusion MRI

 Matteo Frigo , Rutger H.J. Fick , Mauro Zucchelli , Samuel Deslauriers-Gauthier , Rachid Deriche
2021
Pré-publication, Document de travail hal-03125887v1

Spherical convolutional neural network for diffusion MRI analysis

 Sara Sedlar , Abib Alimi , Théodore Papadopoulo , Rachid Deriche , Samuel Deslauriers-Gauthier
SophIA Summit, Nov 2019, Sophia-Antipolis, France
Communication dans un congrès hal-02948387v1
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Quantitative assessment of multi-scale tractography: bridging the resolution gap with 3D-PLI

 Abib Alimi , Matteo Frigo , Samuel Deslauriers-Gauthier , Rachid Deriche
ISMRM & SMRT Virtual Conference & Exhibition, Aug 2020, Virtual, France
Communication dans un congrès hal-03048832v1
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Connectivity-informed solution for spatio-temporal M/EEG source reconstruction

 Ivana Kojčić , Théodore Papadopoulo , Rachid Deriche , Samuel Deslauriers-Gauthier
NeuroMod 2019 - First meeting of the NeuroMod Institute, Jul 2019, Fréjus, France
Poster de conférence hal-02279612v1
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Forward modelling of M/EEG: Towards a new automatic head and brain tissue segmentation system

 Ludovic Corcos , Théodore Papadopoulo , Samuel Deslauriers-Gauthier
SophI.A 2022 : fifth international AI conference, Nov 2022, Sophia Antipolis, France. Proceedings of SophIA 2022
Poster de conférence hal-03879971v1
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The challenge of mapping the human connectome based on diffusion tractography

 Klaus H Maier-Hein , Peter F. Neher , Christophe Houde , Marc-Alexandre Côté , Eleftherios Garyfallidis , et al.
Nature Communications, 2017, 8 (1), ⟨10.1038/s41467-017-01285-x⟩
Article dans une revue hal-01631578v1
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Novel 4-D Algorithm for Functional MRI Image Regularization using Partial Differential Equations

 Isa Costantini , Samuel Deslauriers-Gauthier , Rachid Deriche
ISMRM 2019 - 27th Annual Meeting of International Society for Magnetic Resonance in Medicine, May 2019, Montréal, Canada
Communication dans un congrès hal-02074345v1
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