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R. Deriche · SciRah

Researcher profile · Semantic Scholar

R. Deriche

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R. Deriche — researcher profile on SciRah

h-index: 71
Works: 446
Citations: 23K

Most-cited papers

MAPL: Tissue microstructure estimation using Laplacian-regularized MAP-MRI and its application to HCP data
R. Fick, D. Wassermann, E. Caruyer, R. Deriche
2016NeuroImage146 citations Open access
Semantic Scholar
The Dmipy Toolbox: Diffusion MRI Multi-Compartment Modeling and Microstructure Recovery Made Easy
R. Fick, D. Wassermann, R. Deriche
2019Front. Neuroinform.103 citations Open access
Semantic Scholar
AxTract: Toward microstructure informed tractography
G. Girard, Alessandro Daducci, L. Petit, J. Thiran +4 more
2017Human Brain Mapping64 citations Open access
Semantic Scholar
A unified framework for multimodal structure-function mapping based on eigenmodes
Samuel Deslauriers-Gauthier, M. Zucchelli, Matteo Frigo, R. Deriche
2020Medical Image Anal.49 citations Open access
Semantic Scholar
White matter information flow mapping from diffusion MRI and EEG
Samuel Deslauriers-Gauthier, J. Lina, Russell Butler, Kevin Whittingstall +4 more
2019NeuroImage34 citations Open access
Semantic Scholar
A computational Framework for generating rotation invariant features and its application in diffusion MRI
M. Zucchelli, Samuel Deslauriers-Gauthier, R. Deriche
2019Medical Image Anal.33 citations Open access
Semantic Scholar
A Spherical Convolutional Neural Network for White Matter Structure Imaging via dMRI
Sara Sedlar, Abib Alimi, T. Papadopoulo, R. Deriche +1 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention27 citations Open access
Semantic Scholar
Diffusion MRI Fiber Orientation Distribution Function Estimation Using Voxel-Wise Spherical U-Net
Sara Sedlar, T. Papadopoulo, R. Deriche, Samuel Deslauriers-Gauthier
2021Computational Diffusion MRI26 citations
Semantic Scholar
Groupwise Structural Parcellation of the Whole Cortex: A Logistic Random Effects Model Based Approach
Guillermo Gallardo, William Wells, R. Deriche, D. Wassermann
2017NeuroImage22 citations Open access
Semantic Scholar
Toward Segmentation of 3D Probability Density Fields by Surface Evolution: Application to Diffusion MRI
C. Lenglet, Mikaël Rousson, R. Deriche, O. Faugeras
202020 citations
Semantic Scholar
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge
G. Girard, Jonathan Rafael-Patiño, Raphaël Truffet, D. Aydogan +62 more
2023NeuroImage19 citations Open access
Semantic Scholar
Adaptive phase correction of diffusion-weighted images
M. Pizzolato, G. Gilbert, J. Thiran, M. Descoteaux +1 more
2020NeuroImage19 citations Open access
Semantic Scholar
Diffusion MRI Tractography Filtering Techniques Change the Topology of Structural Connectomes
Matteo Frigo, Samuel Deslauriers-Gauthier, D. Parker, A. A. O. Ismail +3 more
2020Journal of Neural Engineering18 citations Open access
Semantic Scholar
Interpretable deep learning as a means for decrypting disease signature in multiple sclerosis
F. Cruciani, L. Brusini, M. Zucchelli, Gustavo Retuci Pinheiro +6 more
2021Journal of Neural Engineering17 citations
Semantic Scholar
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge
A. de Luca, A. Ianuş, A. Leemans, M. Palombo +38 more
2021bioRxiv17 citations Open access
Semantic Scholar
DORIS: A diffusion MRI-based 10 tissue class deep learning segmentation algorithm tailored to improve anatomically-constrained tractography
Guillaume Théaud, M. Edde, M. Dumont, Clément Zotti +5 more
2022Frontiers in Neuroimaging16 citations Open access
Semantic Scholar
Network alignment and similarity reveal atlas-based topological differences in structural connectomes
Matteo Frigo, Emilio Cruciani, D. Coudert, R. Deriche +2 more
2020bioRxiv16 citations Open access
Semantic Scholar
Non‐parametric graphnet‐regularized representation of dMRI in space and time
R. Fick, A. Petiet, M. Santin, A. Philippe +3 more
2018Medical Image Anal.15 citations
Semantic Scholar
Diffusion MRI microstructure models with in vivo human brain Connectome data: results from a multi-group comparison
U. Ferizi, B. Scherrer, T. Schneider, M. Alipoor +19 more
2017NMR in Biomedicine15 citations Open access
Semantic Scholar
Mipy: An Open-Source Framework to improve reproducibility in Brain Microstructure Imaging
R. Fick, D. Wassermann, R. Deriche
201813 citations
Semantic Scholar
Analytical and fast Fiber Orientation Distribution reconstruction in 3D-Polarized Light Imaging
Abib Alimi, Samuel Deslauriers-Gauthier, F. Matuschke, Andreas Müller +3 more
2020Medical Image Anal.10 citations Open access
Semantic Scholar
Inference and Visualization of Information Flow in the Visual Pathway Using dMRI and EEG
Samuel Deslauriers-Gauthier, J. Lina, Russell Butler, P. Bernier +3 more
2017International Conference on Medical Image Computing and Computer-Assisted Intervention10 citations Open access
Semantic Scholar
Towards linking diffusion MRI based macro- and microstructure measures with cortico-cortical transmission in brain tumor patients
P. Filipiak, F. Almairac, T. Papadopoulo, D. Fontaine +5 more
2020NeuroImage9 citations Open access
Semantic Scholar
Perfusion deconvolution in DSC‐MRI with dispersion‐compliant bases
M. Pizzolato, T. Boutelier, R. Deriche
2017Medical Image Anal.9 citations Open access
Semantic Scholar
Explainable 3D-CNN for Multiple Sclerosis Patients Stratification
F. Cruciani, L. Brusini, M. Zucchelli, G. Pinheiro +6 more
2020ICPR Workshops8 citations
Semantic Scholar
A Closed-Form Solution of Rotation Invariant Spherical Harmonic Features in Diffusion MRI
M. Zucchelli, Samuel Deslauriers-Gauthier, R. Deriche
2018Computational Diffusion MRI8 citations
Semantic Scholar
Structure-Function Mapping via Graph Neural Networks
Yang Ji, Samuel Deslauriers-Gauthier, R. Deriche
2021MLCN@MICCAI7 citations Open access
Semantic Scholar
Reducing the number of samples in spatiotemporal dMRI acquisition design
P. Filipiak, R. Fick, A. Petiet, M. Santin +5 more
2018Magnetic Resonance in Medicine7 citations Open access
Semantic Scholar
Solving the Cross-Subject Parcel Matching Problem Using Optimal Transport
Guillermo Gallardo, N. Gayraud, R. Deriche, Maureen Clerc +2 more
2018International Conference on Medical Image Computing and Computer-Assisted Intervention7 citations
Semantic Scholar
An analytical fiber ODF reconstruction in 3D polarized light imaging
Abib Alimi, Yves Ussou, P. Jouk, G. Michalowicz +1 more
2018IEEE International Symposium on Biomedical Imaging7 citations Open access
Semantic Scholar
Solving the inclination sign ambiguity in three dimensional Polarized Light Imaging with a PDE-based method
Abib Alimi, M. Pizzolato, R. Fick, R. Deriche
2017IEEE International Symposium on Biomedical Imaging7 citations Open access
Semantic Scholar
Assessing the feasibility of estimating axon diameter using diffusion models and machine learning
R. Fick, N. Sepasian, M. Pizzolato, A. Ianuş +1 more
2017IEEE International Symposium on Biomedical Imaging7 citations
Semantic Scholar
Identifying subcortical connectivity during brain tumor surgery: a multimodal study
F. Almairac, P. Isan, M. Onno, T. Papadopoulo +7 more
2023Brain Structure and Function6 citations Open access
Semantic Scholar
Multi Tissue Modelling of Diffusion MRI Signal Reveals Volume Fraction Bias
Matteo Frigo, R. Fick, M. Zucchelli, Samuel Deslauriers-Gauthier +1 more
2020IEEE International Symposium on Biomedical Imaging6 citations Open access
Semantic Scholar
Orientation-Dispersed Apparent Axon Diameter via Multi-Stage Spherical Mean Optimization
M. Pizzolato, D. Wassermann, R. Deriche, J. Thiran +1 more
2019Computational Diffusion MRI6 citations Open access
Semantic Scholar
Dmipy, A Diffusion Microstructure Imaging Toolbox in Python to Improve Research Reproducibility
Abib Alimi, R. Fick, D. Wassermann, R. Deriche
2018Computational Diffusion MRI6 citations Open access
Semantic Scholar
Edema-Informed Anatomically Constrained Particle Filter Tractography
Samuel Deslauriers-Gauthier, D. Parker, F. Rheault, R. Deriche +3 more
2018International Conference on Medical Image Computing and Computer-Assisted Intervention6 citations Open access
Semantic Scholar
CNN and diffusion MRI’s 4th degree rotational invariants for Alzheimer’s disease identification
Aymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, M. Zucchelli, R. Deriche
2022Learning with Imbalanced Domains: Theory and Applications5 citations
Semantic Scholar
A Riemannian Revisiting of Structure–Function Mapping Based on Eigenmodes
Samuel Deslauriers-Gauthier, M. Zucchelli, Hiba Laghrissi, R. Deriche
2022Frontiers in Neuroimaging5 citations Open access
Semantic Scholar
Rank-1 CNN for mental workload classification from EEG
Sara Sedlar, Johann Benerradi, Côme Le Breton, R. Deriche +3 more
20215 citations
Semantic Scholar
A Second Order Multi-Stencil Fast Marching Method With a Non-Constant Local Cost Model
Susana Merino-Caviedes, L. Cordero-Grande, M. T. Pérez, P. Casaseca-de-la-Higuera +3 more
2019IEEE Transactions on Image Processing5 citations
Semantic Scholar
Combining Improved Euler and Runge-Kutta 4th order for Tractography in Diffusion-Weighted MRI
D. Cherifi, M. Boudjada, Abdelatif Morsli, G. Girard +1 more
2018Biomedical Signal Processing and Control5 citations
Semantic Scholar
Regularizing the ODF estimate with the Laplace-Beltrami operator in 3D Polarized Light Imaging
Abib Alimi, Samuel Deslauriers-Gauthier, R. Deriche
20175 citations
Semantic Scholar
Computational brain connectivity mapping: A core health and scientific challenge
R. Deriche
2016Medical Image Anal.5 citations Open access
Semantic Scholar
Multi-Tissue Multi-Compartment models of diffusion MRI
Matteo Frigo, R. Fick, M. Zucchelli, Samuel Deslauriers-Gauthier +1 more
2021bioRxiv4 citations Open access
Semantic Scholar
Supervised Classification of Fully PolSAR Images Using Active Contour Models
Daniel Santana-Cedrés, Luis Gómez, A. Trujillo, Miguel Alemán-Flores +2 more
2019IEEE Geoscience and Remote Sensing Letters4 citations
Semantic Scholar
fMRI Deconvolution via Temporal Regularization using a LASSO model and the LARS algorithm
I. Costantini, P. Filipiak, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier +1 more
20184 citations
Semantic Scholar
Reducing false positive connection in tractograms using joint structure-function filtering
Matteo Frigo, Guillermo Gallardo, I. Costantini, Alessandro Daducci +3 more
20184 citations
Semantic Scholar
Extracting the Groupwise Core Structural Connectivity Network: Bridging Statistical and Graph-Theoretical Approaches
Nahuel Lascano, Guillermo Gallardo-Diez, R. Deriche, Dorian Mazauric +1 more
2017Information Processing in Medical Imaging4 citations Open access
Semantic Scholar
Brain Tissue Microstructure Characterization Using dMRI Based Autoencoder Neural-Networks
M. Zucchelli, Samuel Deslauriers-Gauthier, R. Deriche
2021CDMRI@MICCAI3 citations
Semantic Scholar

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