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List of works by Guillaume Marrelec

A Bayesian Alternative to Mutual Information for the Hierarchical Clustering of Dependent Random Variables ⬇️

scientific article published on 25 September 2015

A nonlinear identification method to study effective connectivity in functional MRI.

scientific article published on 24 September 2009

A theoretical investigation of the relationship between structural equation modeling and partial correlation in functional MRI effective connectivity

scientific article published on 25 August 2009

Abnormal cortical brain integration of somatosensory afferents in ALS.

scientific article

An enhanced voxel-based morphometry method to investigate structural changes: application to Alzheimer's disease

scientific article published on 6 October 2009

Assessing the influence of different ROI selection strategies on functional connectivity analyses of fMRI data acquired during steady-state conditions

scientific article (publication date: 13 April 2011)

Automated extraction of mutual independence patterns using Bayesian comparison of partition models

scientific article published on 22 January 2020

Brain functional integration decreases during propofol-induced loss of consciousness

scientific article published on 16 April 2011

Combining spatial independent component analysis with regression to identify the subcortical components of resting-state FMRI functional networks

scientific article published in April 2014

Default-mode network functional connectivity in aphasia: Therapy-induced neuroplasticity ⬇️

scientific article published on December 27, 2012

Dynamics of motor-related functional integration during motor sequence learning

scientific article published on 28 August 2009

Estimating the concentration parameter of a von Mises distribution: a systematic simulation benchmark

scientific article published in 2022

Estimation of the Hemodynamic Response Function in event-related functional MRI: directed acyclic graphs for a general Bayesian inference framework.

scientific article published in July 2003

Estimation of the hemodynamic response in event-related functional MRI: Bayesian networks as a framework for efficient Bayesian modeling and inference

scientific article published in August 2004

Exploring large-scale brain networks in functional MRI.

scientific article

Exponential decay of pairwise correlation in Gaussian graphical models with an equicorrelational one-dimensional connection pattern

scientific article published in 2021

Functional Connectivity's Degenerate View of Brain Computation

scientific article

Functional connectivity changes in second language vocabulary learning ⬇️

scientific article published on December 27, 2012

Hierarchical clustering of brain activity during human nonrapid eye movement sleep

scientific article published on 26 March 2012

Impact of meditation training on the default mode network during a restful state

scientific article published on 24 March 2012

Increase of posterior connectivity in aging within the Ventral Attention Network: A functional connectivity analysis using independent component analysis

scientific article published on 21 December 2016

Lorentzian-Model-Based Bayesian Analysis for Automated Estimation of Attenuated Resonance Spectrum

scholarly article

Microstrain-level measurement of third-order elastic constants applying dynamic acousto-elastic testing

article published in 2016

Multilevel testing of constraints induced by structural equation modeling in fMRI effective connectivity analysis: A proof of concept

scholarly article

Off-line consolidation of motor sequence learning results in greater integration within a cortico-striatal functional network.

scientific article

Partial correlation for functional brain interactivity investigation in functional MRI.

scientific article published on 13 June 2006

Predicting functional connectivity from structural connectivity via computational models using MRI: an extensive comparison study

scientific article published on 12 February 2015

Regions, systems, and the brain: hierarchical measures of functional integration in fMRI

scientific article

Relating structural and functional connectivity in MRI: a simple model for a complex brain

scientific article published on 23 July 2014

Relating structure and function in the human brain: relative contributions of anatomy, stationary dynamics, and non-stationarities

scientific article (publication date: March 2014)

Resting State Networks' Corticotopy: The Dual Intertwined Rings Architecture ⬇️

scientific article published on July 24, 2013

Robust Bayesian estimation of the hemodynamic response function in event-related BOLD fMRI using basic physiological information

scientific article published in May 2003

Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework

scientific article published on 15 February 2007

The precuneus/posterior cingulate cortex plays a pivotal role in the default mode network: Evidence from a partial correlation network analysis

scientific article published on 12 June 2008

Unsupervised robust nonparametric estimation of the hemodynamic response function for any fmri experiment ⬇️

scientific article published on October 1, 2003

Using partial correlation to enhance structural equation modeling of functional MRI data

scientific article

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