R. Deriche

PROFILE

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Aliases
R Deriche, R. Deriche, Rachid Deriche, Rachid. Deriche
Publication record
447 papers · 23,990 citations · H-index 73

PAPERS

Localization of Brain Microstructure Changes Associated with Alzheimer’s Disease using Class Activation Maps
20230 citationsauthor #2
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge
202310 citationsauthor #29
Shallow convolutional neural network with rank-1 Fourier domain weights for brain signal classification
20230 citationsauthor #2
Identifying subcortical connectivity during brain tumor surgery: a multimodal study
20234 citationsauthor #9
CNN and diffusion MRI’s 4th degree rotational invariants for Alzheimer’s disease identification
20225 citationsauthor #4
An Anisotropic 4D Filtering Approach to Recover Brain Activation From Paradigm-Free Functional MRI Data
20222 citationsauthor #2
DORIS: A diffusion MRI-based 10 tissue class deep learning segmentation algorithm tailored to improve anatomically-constrained tractography
202212 citationsauthor #7
A Riemannian Revisiting of Structure–Function Mapping Based on Eigenmodes
20225 citationsauthor #4
Computational Imaging of the Central Nervous System
20220 citationsauthor #14
Rotation invariant features for Alzheimer’s disease identification using convolutional neural networks
20220 citationsauthor #3
Structure-Function Mapping via Graph Neural Networks
20215 citationsauthor #3
Rank-1 CNN for mental workload classification from EEG
20214 citationsauthor #4
A Paradigm Free Regularization Approach to Recover Brain Activations: Validation on Task fMRI
20210 citationsauthor #3
Diffusion MRI Fiber Orientation Distribution Function Estimation Using Voxel-Wise Spherical U-Net
202126 citationsauthor #3
Brain Tissue Microstructure Characterization Using dMRI Based Autoencoder Neural-Networks
20213 citationsauthor #3
Browser-Level Parallelism and Interactive Rendering APIs for Scalable Computation-Intensive SaaS: Application to Brain Diffusion MRI
20211 citationsauthor #4
Investigating The Effect Of Dmri Signal Representation On Fully-Connected Neural Networks Brain Tissue Microstructure Estimation
20212 citationsauthor #3
Incorporating Transmission Delays Supported By Diffusion Mri In Meg Source Reconstruction
20212 citationsauthor #3
Multi-Tissue Multi-Compartment models of diffusion MRI
20214 citationsauthor #5
A Paradigm Free Regularization Approach to Recover Brain Activation from Functional MRI Data
20211 citationsauthor #2
Biological and Computer Vision
202115 citationsauthor #2
A Spherical Convolutional Neural Network for White Matter Structure Imaging via dMRI
202126 citationsauthor #4
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge
202117 citationsauthor #17
Interpretable deep learning as a means for decrypting disease signature in multiple sclerosis
202115 citationsauthor #7
Improving Auto-Encoders' self-supervised image classification using pseudo-labelling via data augmentation and the perceptual loss
20200 citationsauthor #3
Analytical and fast Fiber Orientation Distribution reconstruction in 3D-Polarized Light Imaging
20208 citationsauthor #7
Adaptive phase correction of diffusion-weighted images
202017 citationsauthor #5
Fully-Connected Neural Network and Spherical-Harmonics Rotation Invariant Features improve the estimation of brain tissue microstructure in Diffusion MRI
20200 citationsauthor #3
Quantitative assessment of multi-scale tractography: bridging the resolution gap with 3D-PLI
20200 citationsauthor #4
Stealth Ships Detection by using Laplacian of Gaussion Algorithm
20200 citationsauthor #9
A Pseudo-labelling Auto-Encoder for unsupervised image classification
20201 citationsauthor #3
Diffusion MRI tractography filtering techniques change the topology of structural connectomes
202016 citationsauthor #7
Toward Segmentation of 3D Probability Density Fields by Surface Evolution: Application to Diffusion MRI
202025 citationsauthor #3
A unified framework for multimodal structure-function mapping based on eigenmodes
202043 citationsauthor #4
Multi Tissue Modelling of Diffusion MRI Signal Reveals Volume Fraction Bias
20205 citationsauthor #5
Non–invasive inference of information flow using diffusion MRI, functional MRI, and MEG
20203 citationsauthor #3
Explainable 3D-CNN for Multiple Sclerosis Patients Stratification
20207 citationsauthor #7
Multi-compartment modelling of diffusion MRI signal shows TE-based volume fraction bias
20201 citationsauthor #5
Network alignment and similarity reveal atlas-based topological differences in structural connectomes
202012 citationsauthor #4
A Unified Model for Structure–function Mapping Based on Eigenmodes
20200 citationsauthor #2
Towards linking diffusion MRI based macro- and microstructure measures with cortico-cortical transmission in brain tumor patients
20209 citationsauthor #7
Connectivity-informed M/EEG inverse problem
20200 citationsauthor #3
Supervised Classification of Fully PolSAR Images Using Active Contour Models
20194 citationsauthor #5
Connectivity-informed spatio-temporal MEG source reconstruction: Simulation results using a MAR model
20190 citationsauthor #3
Connectivity-informed solution for spatio-temporal M/EEG source reconstruction
20190 citationsauthor #3
Estimation of axonal conduction speed and the inter hemispheric transfer time using connectivity informed maximum entropy on the mean
20191 citationsauthor #2
Novel 4-D Algorithm for Functional MRI Image Regularization using Partial Differential Equations
20192 citationsauthor #3
A Second Order Multi-Stencil Fast Marching Method With a Non-Constant Local Cost Model
20194 citationsauthor #6
Effects of tractography filtering on the topology and interpretability of connectomes
20191 citationsauthor #7
White matter information flow mapping from diffusion MRI and EEG
201930 citationsauthor #7
Spatially Varying Monte Carlo Sure for the Regularization of Biomedical Images
20191 citationsauthor #2
Analytical Fiber ODF Reconstruction in 3D Polarized Light Imaging: Performance Assessment
20192 citationsauthor #6
Resolving the Crossing/Kissing Fiber Ambiguity Using Functionally Informed COMMIT
20191 citationsauthor #3
Fiber orientation distribution function from non-negative sparse recovery with quantitative analysis of local fiber orientations and tractography using DW-MRI datasets.
20190 citationsauthor #5
Deconvolution of fMRI Data using a Paradigm Free Iterative Approach based on Partial Differential Equations
20193 citationsauthor #3
Coarse-Grained Spatiotemporal Acquisition Design for Diffusion MRI
20191 citationsauthor #7
Towards Validating Structural Connectivity in the Human Language System: An Intraoperative Cortico-Cortical Stimulation Experiment
20190 citationsauthor #8
The Dmipy Toolbox: Diffusion MRI Multi-Compartment Modeling and Microstructure Recovery Made Easy
201987 citationsauthor #3
A computational Framework for generating rotation invariant features and its application in diffusion MRI
201932 citationsauthor #3
Towards validation of diffusion MRI tractography: bridging the resolution gap with 3D Polarized Light Imaging
20192 citationsauthor #3
A Novel Characterization of Traumatic Brain Injury in White Matter with Diffusion MRI Spherical-Harmonics Rotation Invariants
20191 citationsauthor #6
Estimation of Axon Conduction Delay, Conduction Speed, and Diameter from Information Flow using Diffusion MRI and MEG
20190 citationsauthor #2
Spherical convolutional neural network for diffusion MRI analysis
20190 citationsauthor #4
Orientation-Dispersed Apparent Axon Diameter via Multi-Stage Spherical Mean Optimization
20196 citationsauthor #3
Mipy: An Open-Source Framework to improve reproducibility in Brain Microstructure Imaging
201813 citationsauthor #3
Edema-Informed Anatomically Constrained Particle Filter Tractography
20186 citationsauthor #4
fMRI Deconvolution via Temporal Regularization using a LASSO model and the LARS algorithm
20184 citationsauthor #5
Towards the assessment of myelination using time-dependent diffusion MRI indices
20182 citationsauthor #6
Automatic and Spatially Varying Phase Correction for Diffusion Weighted Images
20183 citationsauthor #2
An analytical fiber ODF reconstruction in 3D polarized light imaging
20187 citationsauthor #5
A Closed-Form Solution of Rotation Invariant Spherical Harmonic Features in Diffusion MRI
20188 citationsauthor #3
Reducing the number of samples in spatiotemporal dMRI acquisition design
20187 citationsauthor #8
Combining Improved Euler and Runge-Kutta 4th order for Tractography in Diffusion-Weighted MRI
20185 citationsauthor #5
L1-Norm Regularized Deconvolution of Functional MRI BOLD Signal
20180 citationsauthor #5
Solving the Cross-Subject Parcel Matching Problem Using Optimal Transport
20187 citationsauthor #3
Non‐parametric graphnet‐regularized representation of dMRI in space and time
201815 citationsauthor #6
Reducing false positive connection in tractograms using joint structure-function filtering
20184 citationsauthor #6
Bridging Brain Structure and Function by Correlating Structural Connectivity and Cortico-Cortical Transmission
20181 citationsauthor #10
Spatio-Temporal dMRI Acquisition Design: Reducing the Number of Samples
20182 citationsauthor #7
Dmipy, A Diffusion Microstructure Imaging Toolbox in Python to Improve Research Reproducibility
20186 citationsauthor #4
Regularizing the ODF estimate with the Laplace-Beltrami operator in 3D Polarized Light Imaging
20175 citationsauthor #3
Solving the inclination sign ambiguity in three dimensional Polarized Light Imaging with a PDE-based method
20177 citationsauthor #4
Information Flow in the White Matter During a Motor Task: A Structural Connectivity Driven Approach
20172 citationsauthor #3
Diffusion MRI microstructure models with in vivo human brain Connectome data: results from a multi‐group comparison
201713 citationsauthor #7
AxTract: Toward microstructure informed tractography
201763 citationsauthor #6
A Novel Parcellation of Human Cerebral Cortex based on Extrinsic Connectivity
20170 citationsauthor #2
Inference and Visualization of Information Flow in the Visual Pathway Using dMRI and EEG
201710 citationsauthor #6
Spatio-Temporal dMRI Acquisition Design: Reducing the Number of $q\tau$ Samples Through a Relaxed Probabilistic Model
20173 citationsauthor #7
Brain correlates of apathy in Kleine Levin syndrome: a mean apparent propagator study
20172 citationsauthor #6
Deconvolution of fMRI BOLD signal in time-domain using an exponential operator and Lasso optimization
20170 citationsauthor #4
Extracting the Groupwise Core Structural Connectivity Network: Bridging Statistical and Graph-Theoretical Approaches
20174 citationsauthor #3
Perfusion deconvolution in DSC‐MRI with dispersion‐compliant bases
20179 citationsauthor #3
Multi-Spherical Diffusion MRI: An in-vivo Test- Retest Study of Time-Dependent q-space Indices
20172 citationsauthor #6
Materials and methods AxTract : microstructure informed tractography
20170 citationsauthor #6
Assessing the feasibility of estimating axon diameter using diffusion models and machine learning
20177 citationsauthor #5
Diffusion MRI Anisotropy: Modeling, Analysis and Interpretation
20173 citationsauthor #4
A Novel Atlas of Human Cerebral Cortex based on Extrinsic Connectivity
20171 citationsauthor #2
Groupwise structural parcellation of the whole cortex: A logistic random effects model based approach
201721 citationsauthor #3
MAPL: Tissue microstructure estimation using Laplacian-regularized MAP-MRI and its application to HCP data
2016142 citationsauthor #4
Reducing Invalid Connections with Microstructure-Driven Tractography
20161 citationsauthor #6

TIMELINE

1982 5 citations

1987 873 citations

1988 674 citations

1989 186 citations

1990 710 citations

1991 172 citations

1992 119 citations

1993 1,023 citations

1994 395 citations

1995 1,980 citations

1996 271 citations

1997 460 citations

1998 252 citations

1999 1,192 citations

2000 1,574 citations

2001 186 citations

2002 2,430 citations

2003 703 citations

2004 603 citations

2005 1,285 citations

2006 814 citations

2007 2,351 citations

2008 487 citations

2009 1,209 citations

2010 359 citations

2011 396 citations

2012 302 citations

2013 926 citations

2014 618 citations

2015 241 citations

2016 289 citations

2017 152 citations

2018 90 citations

2019 178 citations

2020 147 citations

2021 121 citations

2022 24 citations

2023 14 citations

Unknown 193 citations

R. Deriche

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PAPERS

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