Rachid Deriche

Institut national de recherche en informatique et en automatique — France

Medicine · Health Sciences

67h-index19.9kcitations492works0.02yr avg
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Research Topics

Advanced Neuroimaging Techniques and Applications(279), Advanced MRI Techniques and Applications(195), MRI in cancer diagnosis(112), Medical Image Segmentation Techniques(94), Functional Brain Connectivity Studies(73)

Publications491 total

Structural connectivity estimates are accurate: the outcome of diffusion-simulated connectivity (DiSCo) challenge
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge
NeuroImage·2023· 10 citedOpen Access
Identifying subcortical connectivity during brain tumor surgery: a multimodal study
Brain Structure and Function·2023· 5 citedOpen Access
List of contributors
Elsevier eBooks·2023
Explainable deep learning for decrypting disease signatures in multiple sclerosis
Elsevier eBooks·2023· 2 cited
Localization of Brain Microstructure Changes Associated with Alzheimer's Disease using Class Activation Maps
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Shallow convolutional neural network with rank-1 Fourier domain weights for brain signal classification
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
CNN and diffusion MRI's 4th degree rotational invariants for Alzheimer's disease identification
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
DORIS: A diffusion MRI-based 10 tissue class deep learning segmentation algorithm tailored to improve anatomically-constrained tractography
Frontiers in Neuroimaging·2022· 12 citedOpen Access
Rotation invariant features for Alzheimer's disease identification using convolutional neural networks
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
DORIS: a diffusion MRI-based 10 tissue class deep learning segmentation algorithm tailored to improve anatomically-constrained tractography
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
A Riemannian Revisiting of Structure–Function Mapping Based on Eigenmodes
Frontiers in Neuroimaging·2022· 8 citedOpen Access
An Anisotropic 4D Filtering Approach to Recover Brain Activation From Paradigm-Free Functional MRI Data
Frontiers in Neuroimaging·2022· 4 citedOpen Access
Rank-1 CNN for mental workload classification from EEG
HAL (Le Centre pour la Communication Scientifique Directe)·2021· 1 citedOpen Access
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge
NeuroImage·2021· 15 citedOpen Access
Interpretable deep learning as a means for decrypting disease signature in multiple sclerosis
Journal of Neural Engineering·2021· 21 cited
Network alignment and similarity reveal atlas-based topological differences in structural connectomes
Network Neuroscience·2021· 8 citedOpen Access
A Paradigm Free Regularization Approach to Recover Brain Activation from Functional MRI Data
2021Open Access
Incorporating Transmission Delays Supported By Diffusion Mri In Meg Source Reconstruction
2021· 3 citedOpen Access
Investigating The Effect Of Dmri Signal Representation On Fully-Connected Neural Networks Brain Tissue Microstructure Estimation
2021· 1 citedOpen Access
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Frequent Co-authors

Mikaël Rousson(8), Olivier Faugeras(7), Nikos Paragios(7), Maxime Descoteaux(7), David Tschumperlé(3), Emmanuel Caruyer(3), Christophe Lenglet(3), Thomas Brox(3), Gilles Aubert(3), Pierre Kornprobst(3), Quang-Tuan Luong(2), Elaine Angelino(2), Shaun Fitzgibbons(2), Gérard Giraudon(2), Nikolaos Paragios(2), Sylvain Merlet(2), Théodore Papadopoulo(2), Demián Wassermann(2), Olivier Monga(2), Joachim Weickert(2)