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Comparison between discrete and continuous propagator indices from Cartesian q-space DSI sampling

 Mauro Zucchelli , Eleftherios Garyfallidis , Michael Paquette , Sylvain Merlet , Gloria Menegaz , et al.
ISMRM : Intl. Soc. Mag. Reson. Med., May 2014, Milan, Italy. pp.4294
Communication dans un congrès hal-00991876v1
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Using 3D-SHORE and MAP-MRI to Obtain Both Tractography and Microstructural Constrast from a Clinical DMRI Acquisition

 Rutger H.J. Fick , Mauro Zucchelli , Gabriel Girard , Maxime Descoteaux , Gloria Menegaz , et al.
International Symposium on BIOMEDICAL IMAGING: From Nano to Macro, Apr 2015, Brooklyn, New York City, United States
Communication dans un congrès hal-01140011v1
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Multi-compartment modelling of diffusion MRI signal shows TE-based volume fraction bias

 Matteo Frigo , Mauro Zucchelli , Rutger H.J. Fick , Samuel Deslauriers-Gauthier , Rachid Deriche
OHBM 2020 - 26th meeting of the Organization of Human Brain Mapping, Jun 2020, Montreal, Canada
Communication dans un congrès hal-02925963v1
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Investigating the effect of DMRI signal representation on fully-connected neural networks brain tissue microstructure estimation

 Mauro Zucchelli , Samuel Deslauriers-Gauthier , Rachid Deriche
ISBI 2021 - 18th IEEE International Symposium on Biomedical Imaging, Apr 2021, Nice / Virtual, France. ⟨10.1109/ISBI48211.2021.9434046⟩
Communication dans un congrès hal-03174220v1

Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use?

 Lipeng Ning , Frederik Laun , Yaniv Gur , Edward V.R. Dibella , Samuel Deslauriers-Gauthier , et al.
Medical Image Analysis, 2015, 26, pp.316-331. ⟨10.1016/j.media.2015.10.012⟩
Article dans une revue hal-01240197v1
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How to get more out of a clinically feasible 64 Gradient dMRI Acquisition: Multi-Shell versus Single-Shell

 Rutger H.J. Fick , Mauro Zucchelli , Gabriel Girard , Gloria Menegaz , Maxime Descoteaux , et al.
International Society for Magnetic Resonance in Medicine (ISMRM), May 2015, Toronto, Ontario, Canada
Communication dans un congrès hal-01140076v1
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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

Predicting brain functional connectivity from structural connectivity using fully connected neural networks

 Samuel Deslauriers-Gauthier , Mauro Zucchelli , Rachid Deriche
SophIA Summit, Nov 2020, Sophia-Antipolis, France
Communication dans un congrès hal-03363622v1
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TALON: Tractograms As Linear Operators in Neuroimaging

 Matteo Frigo , Mauro Zucchelli , Rachid Deriche , Samuel Deslauriers-Gauthier
2021, ⟨swh:1:dir:f25157ad1b13cb20ac3457d4f6756b49ac63d079;origin=https://hal.archives-ouvertes.fr/hal-03116143;visit=swh:1:snp:465d89956196578717f4cb5155e456c279aa6a22;anchor=swh:1:rev:10247a14640a280b9140a27ce003d382d70cccac;path=/⟩
Logiciel hal-03116143v1
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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

Explainable 3D-CNN for Multiple Sclerosis patients stratification

 Federica Cruciani , Lorenza Brusini , Mauro Zucchelli , Gustavo Retuci Pinheiro , Francesco Setti , et al.
ICPR 2020 - 25th International Conference on Pattern Recognition Workshops and Challenges, Jan 2021, Milan, Italy. ⟨10.1007/978-3-030-68796-0_8⟩
Communication dans un congrès hal-02971361v1
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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
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Investigating Diffusion-MRI based neurite density estimation model dependency: an in-vivo study on the HCP dataset

 Mauro Zucchelli , Maxime Descoteaux , Gloria Menegaz
ISMRM 2018 - International Society for Magnetic Resonance in Medicine, Jun 2018, Paris, France
Communication dans un congrès hal-01831823v1
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CNN and diffusion MRI's 4th degree rotational invariants for Alzheimer's disease identification

 Aymene Mohammed Bouayed , Samuel Deslauriers-Gauthier , Mauro Zucchelli , Rachid Deriche
International Workshop on Learning with Imbalanced Domains: Theory and Applications, Sep 2022, Grenoble, France
Communication dans un congrès hal-03740103v1

Interpretable Deep Learning as a mean for decrypting disease signature in Multiple Sclerosis

 Federica Cruciani , Lorenza Brusini , Mauro Zucchelli , Gustavo Retuci Pinheiro , Francesco Setti , et al.
Journal of Neural Engineering, 2021, ⟨10.1088/1741-2552/ac0f4b⟩
Article dans une revue hal-02971374v1
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A Computational Framework For Generating Rotation Invariant Features And Its Application In Diffusion MRI

 Mauro Zucchelli , Samuel Deslauriers-Gauthier , Rachid Deriche
Medical Image Analysis, 2020, ⟨10.1016/j.media.2019.101597⟩
Article dans une revue hal-02370077v1
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Multi Tissue Modelling of Diffusion MRI Signal Reveals Volume Fraction Bias

 Matteo Frigo , Rutger H.J. Fick , Mauro Zucchelli , Samuel Deslauriers-Gauthier , Rachid Deriche
ISBI 2020 - IEEE International Symposium on Biomedical Imaging, Apr 2020, Iowa City, United States. ⟨10.1109/ISBI45749.2020.9098649⟩
Communication dans un congrès hal-02473542v1
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A sensitivity analysis of q-space indices with respect to changes in axonal diameter, dispersion and tissue composition

 Rutger H.J. Fick , Marco Pizzolato , Demian Wassermann , Mauro Zucchelli , Gloria Menegaz , et al.
2016 International Symposium on Biomedical Imaging (ISBI), Apr 2016, Prague, Czech Republic
Communication dans un congrès hal-01292013v1
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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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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

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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