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Computer Science
France
2025

D-Index & Metrics

Computer Science

D-Index
77
Citations
29758
World Ranking
1247
National Ranking
14

Research.com Recognitions

  • 2025 - Research.com Computer Science in France Leader Award
  • 2023 - Research.com Computer Science in France Leader Award
  • 2022 - Research.com Computer Science in France Leader Award

Overview

Rachid Deriche is affiliated with the French Institute for Research in Computer Science and Automation (INRIA) in France. Their research primarily spans the fields of medicine and neuroscience, with particular emphasis on radiology, nuclear medicine, imaging, and cognitive neuroscience subfields.

The scientist's work focuses extensively on advanced neuroimaging techniques and applications, as well as the study of functional brain connectivity and advanced MRI technologies. Additional research topics include MRI in cancer diagnosis, neural dynamics and brain function, multiple sclerosis research studies, and investigations into bone and joint diseases.

Frequent publication venues for their research include:

  • bioRxiv (Cold Spring Harbor Laboratory)
  • Journal of Neural Engineering
  • Frontiers in Neuroimaging
  • NeuroImage
  • Medical Image Analysis

Recent papers authored or co-authored by Rachid Deriche:

  • "A unified framework for multimodal structure-function mapping based on eigenmodes," 2020, Medical Image Analysis
  • "Interpretable deep learning as a means for decrypting disease signature in multiple sclerosis," 2021, Journal of Neural Engineering
  • "Diffusion MRI tractography filtering techniques change the topology of structural connectomes," 2020, Journal of Neural Engineering
  • "On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge," 2021, NeuroImage
  • "DORIS: A diffusion MRI-based 10 tissue class deep learning segmentation algorithm tailored to improve anatomically-constrained tractography," 2022, Frontiers in Neuroimaging

Rachid Deriche collaborates frequently with several researchers, including:

  • Samuel Deslauriers-Gauthier
  • Mauro Zucchelli
  • Matteo Frigo
  • Sara Sedlar
  • Federica Cruciani

Best Publications

  • A robust technique for matching two uncalibrated images through the recovery of the unknown epipolar geometry

    Zhengyou Zhang;Rachid Deriche;Olivier Faugeras;Quang-Tuan Luong

  • Using Canny's criteria to derive a recursively implemented optimal edge detector

    Rachid Deriche

  • Geodesic active contours and level sets for the detection and tracking of moving objects

    N. Paragios;R. Deriche

  • Fast algorithms for low-level vision

    R. Deriche

  • A Review of Statistical Approaches to Level Set Segmentation: Integrating Color, Texture, Motion and Shape

    Daniel Cremers;Mikael Rousson;Rachid Deriche

  • Geodesic Active Regions and Level Set Methods for Supervised Texture Segmentation

    Nikos Paragios;Rachid Deriche

  • Regularized, fast, and robust analytical Q-ball imaging

    Maxime Descoteaux;Elaine Angelino;Shaun Fitzgibbons;Rachid Deriche

  • Vector-valued image regularization with PDEs: a common framework for different applications

    D. Tschumperle;R. Deriche

  • Deterministic and Probabilistic Tractography Based on Complex Fibre Orientation Distributions

    M. Descoteaux;R. Deriche;T.R. Knosche;A. Anwander

  • Tracking line segments

    Rachid Deriche;Olivier Faugeras

  • Geodesic Active Regions

    Nikos Paragios;Rachid Deriche

  • A computational approach for corner and vertex detection

    Rachid Deriche;Gerard Giraudon

  • Active unsupervised texture segmentation on a diffusion based feature space

    M. Rousson;T. Brox;R. Deriche

  • Towards quantitative connectivity analysis: reducing tractography biases.

    Gabriel Girard;Gabriel Girard;Kevin Whittingstall;Rachid Deriche;Maxime Descoteaux

  • Design of multishell sampling schemes with uniform coverage in diffusion MRI

    Emmanuel Caruyer;Christophe Lenglet;Guillermo Sapiro;Rachid Deriche

  • Using geometric corners to build a 2D mosaic from a set of images

    I. Zoghlami;O. Faugeras;R. Deriche

  • A variational framework for active and adaptative segmentation of vector valued images

    M. Rousson;R. Deriche

  • Dense Disparity Map Estimation Respecting Image Discontinuities: A PDE and Scale-Space BasedApproach.

    Luis Álvarez;Rachid Deriche;Javier Sánchez Pérez;Joachim Weickert

  • Statistics on the Manifold of Multivariate Normal Distributions: Theory and Application to Diffusion Tensor MRI Processing

    Christophe Lenglet;Mikaël Rousson;Rachid Deriche;Olivier Faugeras

  • Apparent diffusion coefficients from high angular resolution diffusion imaging: estimation and applications.

    Maxime Descoteaux;Elaine Angelino;Shaun Fitzgibbons;Rachid Deriche

  • Vector-valued image regularization with PDE's: a common framework for different applications

    D. Tschumperle;R. Deriche

Frequent Co-Authors

Maxime Descoteaux
Maxime Descoteaux Université de Sherbrooke
Olivier Faugeras
Olivier Faugeras Université Côte d'Azur
Tianzi Jiang
Tianzi Jiang Chinese Academy of Sciences
Guillermo Sapiro
Guillermo Sapiro Princeton University
Nikos Paragios
Nikos Paragios CentraleSupélec
Gilles Aubert
Gilles Aubert Université Côte d'Azur
Julien Cohen-Adad
Julien Cohen-Adad Polytechnique Montréal
Habib Benali
Habib Benali Concordia University
Jean-Philippe Thiran
Jean-Philippe Thiran École Polytechnique Fédérale de Lausanne
Stéphane Lehéricy
Stéphane Lehéricy Sorbonne University

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