Publications by authors named "Matthieu Gilson"

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Evaluating machine learning pipelines for multimodal neuroimaging in small cohorts: an ALS case study.
Shailesh Appukuttan, Aude-Marie Grapperon, Mounir Mohamed El Mendili, Hugo Dary, Maxime Guye, Matthieu Gilson

Front Neuroinform· June 2025

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A comparative study between a power and a connectivity sEEG biomarker for seizure-onset zone identification in temporal lobe epilepsy.
Manel Vila-Vidal, Ferran Craven-Bartle Corominas, Matthieu Gilson, Riccardo Zucca, Alessandro Principe

J Neurosci Methods· November 2024

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An integrative dynamical perspective for graph theory and the analysis of complex networks.
Gorka Zamora-López, Matthieu Gilson

Chaos· April 2024

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Whole-brain analyses indicate the impairment of posterior integration and thalamo-frontotemporal broadcasting in disorders of consciousness.
Rajanikant Panda, Ane López-González, Matthieu Gilson, Olivia Gosseries, Aurore Thibaut

Hum Brain Mapp· August 2023

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Entropy production of multivariate Ornstein-Uhlenbeck processes correlates with consciousness levels in the human brain.
Matthieu Gilson, Enzo Tagliazucchi, Rodrigo Cofré

Phys Rev E· February 2023

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Advancing brain network models to reconcile functional neuroimaging and clinical research.
Xenia Kobeleva, Gaël Varoquaux, Alain Dagher, Mohit Adhikari, Christian Grefkes, Matthieu Gilson

Neuroimage Clin· December 2022

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Meditation-induced effects on whole-brain structural and effective connectivity.
Eleonora De Filippi, Anira Escrichs, Estela Càmara, César Garrido, Theo Marins, Matthieu Gilson

Brain Struct Funct· July 2022

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One session of fMRI-Neurofeedback training on motor imagery modulates whole-brain effective connectivity and dynamical complexity.
Eleonora De Filippi, Theo Marins, Anira Escrichs, Matthieu Gilson, Jorge Moll

Cereb Cortex Commun· July 2022

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Effective connectivity extracts clinically relevant prognostic information from resting state activity in stroke.
Mohit H Adhikari, Joseph Griffis, Joshua S Siegel, Michel Thiebaut de Schotten, Gustavo Deco, Matthieu Gilson

Brain Commun· October 2021

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Propagation of BOLD Activity Reveals Task-dependent Directed Interactions Across Human Visual Cortex.
Nicolás Gravel, Remco J Renken, Ben M Harvey, Gustavo Deco, Frans W Cornelissen, Matthieu Gilson

Cereb Cortex· October 2020

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The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks.
Matthieu Gilson, David Dahmen, Rubén Moreno-Bote, Andrea Insabato, Moritz Helias

PLoS Comput Biol· October 2020

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Model-based whole-brain effective connectivity to study distributed cognition in health and disease.
Matthieu Gilson, Gorka Zamora-López, Vicente Pallarés, Mohit H Adhikari, Mario Senden

Netw Neurosci· April 2020

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Beyond the disconnectivity hypothesis of schizophrenia.
Edmund T Rolls, Wei Cheng, Matthieu Gilson, Weikang Gong, Gustavo Deco

Cereb Cortex· March 2020

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Effective connectivity in autism.
Edmund T Rolls, Yunyi Zhou, Wei Cheng, Matthieu Gilson, Gustavo Deco

Autism Res· January 2020

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Network analysis of whole-brain fMRI dynamics: A new framework based on dynamic communicability.
Matthieu Gilson, Nikos E Kouvaris, Gustavo Deco, Jean-François Mangin, Cyril Poupon

Neuroimage· November 2019

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Imaging Connectomics and the Understanding of Brain Diseases.
Andrea Insabato, Gustavo Deco, Matthieu Gilson

Adv Exp Med Biol· November 2019

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Distinct modes of functional connectivity induced by movie-watching.
Murat Demirtaş, Adrian Ponce-Alvarez, Matthieu Gilson, Patric Hagmann, Dante Mantini

Neuroimage· January 2019

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Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions.
Matthieu Gilson, Gustavo Deco, Karl J Friston, Patric Hagmann, Dante Mantini

Neuroimage· October 2018

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Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity.
Vicente Pallarés, Andrea Insabato, Ana Sanjuán, Simone Kühn, Dante Mantini, Matthieu Gilson

Neuroimage· September 2018

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Stereotypical modulations in dynamic functional connectivity explained by changes in BOLD variance.
Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco

Neuroimage· May 2018

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Analysis of fMRI data using noise-diffusion network models: a new covariance-coding perspective.
Matthieu Gilson

Biol Cybern· April 2018

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Task-related effective connectivity reveals that the cortical rich club gates cortex-wide communication.
Mario Senden, Niels Reuter, Martijn P van den Heuvel, Rainer Goebel, Gustavo Deco, Matthieu Gilson

Hum Brain Mapp· March 2018

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Effective Connectivity in Depression.
Edmund T Rolls, Wei Cheng, Matthieu Gilson, Jiang Qiu, Zicheng Hu

Biol Psychiatry Cogn Neurosci Neuroimaging· February 2018

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Resting state networks in empirical and simulated dynamic functional connectivity.
Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco

Neuroimage· October 2017

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25th Annual Computational Neuroscience Meeting: CNS-2016.
Tatyana O. Sharpee, Alain Destexhe, Mitsuo Kawato, Vladislav Sekulić, Frances K. Skinner, Matthieu Gilson

BMC Neurosci· August 2016

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