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

Guillaume Marrelec , Barry Horwitz , Jieun Kim , Mélanie Pélégrini-Issac , Habib Benali , et al.
Magnetic Resonance Imaging, 2007, 25 (8), pp.1181-9. ⟨10.1016/j.mri.2007.02.012⟩
Article dans une revue inserm-00140817v1
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Estimation of the hemodynamic response in event-related functional MRI: Bayesian networks as a framework for efficient Bayesian modeling and inference.

Guillaume Marrelec , Philippe Ciuciu , Mélanie Pélégrini-Issac , Habib Benali
IEEE Transactions on Medical Imaging, 2004, 23 (8), pp.959-67. ⟨10.1109/TMI.2004.831221⟩
Article dans une revue cea-00333687v1

Functional connectivity changes in second language vocabulary learning

Ladan Ghazi Saidi , Vincent Perlbarg , Guillaume Marrelec , Mélani Pélégrini-Issac , Habib Benali , et al.
Brain and Language, 2013, 124 (1), pp.56-65. ⟨10.1016/j.bandl.2012.11.008⟩
Article dans une revue hal-03086406v1

Automated rejection sampling from product of distributions

Guillaume Marrelec , Habib Benali
Computational Statistics, 2004, 19 (2), pp.301-315. ⟨10.1007/BF02892062⟩
Article dans une revue istex hal-03164990v1

Large-scale neural model validation of partial correlation analysis for effective connectivity investigation in functional MRI

Guillaume Marrelec , J. Kim , J. Doyon , B. Horwitz
Human Brain Mapping, 2009, 30 (3), pp.941-950. ⟨10.1002/hbm.20555⟩
Article dans une revue hal-03157654v1

Large-Sample Asymptotic Approximations for the Sampling and Posterior Distributions of Differential Entropy for Multivariate Normal Distributions

Guillaume Marrelec , Habib Benali
Entropy, 2011, 13 (4), pp.805-819. ⟨10.3390/e13040805⟩
Article dans une revue hal-03151355v1

Assessing the Influence of Different ROI Selection Strategies on Functional Connectivity Analyses of fMRI Data Acquired During Steady-State Conditions

Guillaume Marrelec , Peter Fransson
PLoS ONE, 2011, 6 (4), pp.e14788. ⟨10.1371/journal.pone.0014788⟩
Article dans une revue hal-03151363v1

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

Karine Marcotte , Vincent Perlbarg , Guillaume Marrelec , Habib Benali , Ana Inés Ansaldo
Brain and Language, 2013, 124 (1), pp.45-55. ⟨10.1016/j.bandl.2012.11.004⟩
Article dans une revue istex hal-03086409v1

Combining Spatial Independent Component Analysis with Regression to Identify the Subcortical Components of Resting-State fMRI Functional Networks

Caroline Malherbe , Arnaud Messé , Eric Bardinet , Mélanie Pélégrini-Issac , Vincent Perlbarg , et al.
Brain connectivity, 2014, 4 (3), pp.181-192. ⟨10.1089/brain.2013.0160⟩
Article dans une revue hal-03079671v1

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

Jean Daunizeau , Christophe Grova , Guillaume Marrelec , Jérémie Mattout , Saâd Jbabdi , et al.
NeuroImage, 2007, 36 (1), pp.69-87. ⟨10.1016/j.neuroimage.2007.01.044⟩
Article dans une revue istex inserm-00164407v1

Investigating the anatomical substrate of functional networks obtained at rest: a combined fMRI and fiber tracking approach

Arnaud Messé , Vincent Perlbarg , Guillaume Marrelec , Mélanie Pélégrini-Issac , Habib Benali
Proceedings of the ISMRM 16th Annual Scientific Meeting and Exhibition, 2008, Toronto, Canada, Canada
Communication dans un congrès inria-00538291v1
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Cumulants of multiinformation density in the case of a multivariate normal distribution

Guillaume Marrelec , Alain Giron
Statistics and Probability Letters, 2020, 156, pp.108587. ⟨10.1016/j.spl.2019.108587⟩
Article dans une revue hal-02374446v1
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Bayesian normal modes identification and estimation of elastic coefficients in resonant ultrasound spectroscopy

Simon Bernard , Guillaume Marrelec , Pascal Laugier , Quentin Grimal
Inverse Problems, 2015, 31 (6), pp.065010 ⟨10.1088/0266-5611/31/6/065010⟩
Article dans une revue hal-01314378v1

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

Arnaud Messé , David Rudrauf , Alain Giron , Guillaume Marrelec
NeuroImage, 2015, 111, pp.65-75. ⟨10.1016/j.neuroimage.2015.02.001⟩
Article dans une revue hal-03079622v1

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

Karen Debas , Julie Carrier , Marc Barakat , Guillaume Marrelec , Pierre Bellec , et al.
NeuroImage, 2014, 99, pp.50-58. ⟨10.1016/j.neuroimage.2014.05.022⟩
Article dans une revue hal-03079663v1

A Theoretical Investigation of the Relationship between Structural Equation Modeling and Partial Correlation in Functional MRI Effective Connectivity

Guillaume Marrelec , Habib Benali
Computational Intelligence and Neuroscience, 2009, 2009, pp.1-9. ⟨10.1155/2009/369341⟩
Article dans une revue hal-03157648v1

A bootstrap test to investigate changes in brain connectivity for functional MRI

Pierre Bellec , Guillaume Marrelec , Habib Benali
Statistica Sinica, 2008, 18 (4), pp.1253-1268
Article dans une revue hal-03157669v1

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

Johnathan Deslauriers , Jennyfer Ansado , Guillaume Marrelec , Jean-Sébastien Provost , Yves Joanette
Brain Research, 2017, 1657, pp.288-296. ⟨10.1016/j.brainres.2016.12.017⟩
Article dans une revue hal-03079603v1

Connectivity-based delineation of basal ganglia using hierarchical classification

Arnaud Messé , C Delmaire , Yulia Worbe , Guillaume Marrelec , R Valabrègue , et al.
Proceedings of the 16th International Conference on Functional Mapping of the Human Brain, 2010, Barcelone, Spain, Spain
Communication dans un congrès inria-00538289v1

Numerical Full Inversion of Two Dielectric Cylinders Upon a Metallic Plane: a First Step Toward Forest Parameters Retrieval from VHF to P-Band Radar Data

Cyril Dahon , Alonso Cano , Mandiaye Fall , Guillaume Marrelec , Gilles Chardon
Progress In Electromagnetics Research B, 2022, 95, pp.163-183. ⟨10.2528/PIERB22020903⟩
Article dans une revue hal-03702156v1

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

Arnaud Messé , Habib Benali , Guillaume Marrelec
IEEE Transactions on Medical Imaging, 2015, ⟨10.1109/TMI.2014.2341732⟩
Article dans une revue hal-01400278v1
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A Bayesian Alternative to Mutual Information for the Hierarchical Clustering of Dependent Random Variables

Guillaume Marrelec , Arnaud Messé , Pierre Bellec
PLoS ONE, 2015, 10 (9), pp.e0137278. ⟨10.1371/journal.pone.0137278⟩
Article dans une revue hal-01271811v1

Asymptotic Bayesian structure learning using graph supports for Gaussian graphical models

Guillaume Marrelec , Habib Benali
Journal of Multivariate Analysis, 2006, 97 (6), pp.1451-1466. ⟨10.1016/j.jmva.2005.08.008⟩
Article dans une revue hal-03157776v1
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Estimation of the Hemodynamic Response Function in event-related functional MRI: directed acyclic graphs for a general Bayesian inference framework.

Guillaume Marrelec , Philippe Ciuciu , Mélanie Pélégrini-Issac , Habib Benali
Information processing in medical imaging : proceedings of the .. conference., 2003, 18, pp.635-46
Article dans une revue cea-00333749v1

A bootstrap method to improve brain subcortical network segregation in resting-state fMRI data

Caroline Malherbe , E. Bardinet , Arnaud Messé , Vincent Perlbarg , Guillaume Marrelec , et al.
COMPSTAT 2010 - 19th international symposium on computational statistics, Aug 2010, Paris, France. pp.1335-1342
Communication dans un congrès inria-00538258v1
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Microstrain-level measurement of third-order elastic constants applying dynamic acousto-elastic testing

Guillaume Renaud , Maryline Talmant , Guillaume Marrelec
Journal of Applied Physics, 2016, 120 (13), pp.135102. ⟨10.1063/1.4963829⟩
Article dans une revue hal-01379025v1

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

Kailiang Xu , Guillaume Marrelec , Simon Bernard , Quentin Grimal
IEEE Transactions on Signal Processing, 2019, 67 (1), pp.4-16. ⟨10.1109/TSP.2018.2878543⟩
Article dans une revue hal-03079589v1
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Exponential decay of pairwise correlation in Gaussian graphical models with an equicorrelational one-dimensional connection pattern

Guillaume Marrelec , Alain Giron , Laura Messio
Statistics and Probability Letters, 2021, pp.109016. ⟨10.1016/j.spl.2020.109016⟩
Article dans une revue hal-03061276v1

Dynamics of motor-related functional integration during motor sequence learning

David Coynel , Guillaume Marrelec , Vincent Perlbarg , Mélanie Pélégrini-Issac , Pierre-François van de Moortele , et al.
NeuroImage, 2010, 49 (1), pp.759-766. ⟨10.1016/j.neuroimage.2009.08.048⟩
Article dans une revue hal-03157623v1

Contribution of Exploratory Methods to the Investigation of Extended Large-Scale Brain Networks in Functional MRI: Methodologies, Results, and Challenges

V. Perlbarg , Guillaume Marrelec
International Journal of Biomedical Imaging, 2008, 2008, pp.1-14. ⟨10.1155/2008/218519⟩
Article dans une revue hal-03157691v1