Identification of A Large-Scale Functional Network In Functional Magnetic Resonance Imaging. - Pierre Bellec; Guillaume Marrelec; Vincent Perlbarg; Saâd Jbabdi; Odile Jolivet; Mélanie Pélégrini-Issac; Habib Benali; Julien Doyon (ISBI, 2004)

Selection of Spatially Independent Components to Explain Functional Connectivity In fMRI. - Vincent Perlbarg; Pierre Bellec; Habib Benali; Guillaume Marrelec; Saâd Jbabdi (ISBI, 2004)

Correction of Structured Noise in fMRI Using Spatial Independent Component Analysis: Corsica. - Vincent Perlbarg; Pierre Bellec; Jean-Luc Anton; Habib Benali (ICASSP (5), 2006)

Identification of large-scale networks in the brain using fMRI. - Pierre Bellec; Vincent Perlbarg; Saâd Jbabdi; Mélanie Pélégrini-Issac; Jean-Luc Anton; Julien Doyon; Habib Benali (NeuroImage, 2006)

NEDICA: Detection of group functional networks in FMRI using spatial independent component analysis. - Vincent Perlbarg; Guillaume Marrelec; Julien Doyon; Mélanie Pélégrini-Issac; Stéphane Lehéricy; Habib Benali (ISBI, 2008)

Contribution of Exploratory Methods to the Investigation of Extended Large-Scale Brain Networks in Functional MRI: Methodologies, Results, and Challenges. - Vincent Perlbarg; Guillaume Marrelec (Int. J. Biomed. Imaging, 2008)

Conditional integration as a way of measuring mediated interactions between large-scale brain networks in functional MRI. - David Coynel; Guillaume Marrelec; Vincent Perlbarg; Julien Doyon; Habib Benali (ISBI, 2010)

Identification of functional cortico-subcortical networks in resting-state FMRI: a combined NEDICA and GLM analysis. - Caroline Malherbe; Mélanie Pélégrini-Issac; Vincent Perlbarg; Stéphane Lehéricy; Guillaume Marrelec; Habib Benali (ISBI, 2010)

Dynamics of motor-related functional integration during motor sequence learning. - David Coynel; Guillaume Marrelec; Vincent Perlbarg; Mélanie Pélégrini-Issac; Pierre-François van de Moortele; Kâmil Ugurbil; Julien Doyon; Habib Benali; Stéphane Lehéricy (NeuroImage, 2010)

Characterization of the default mode functional connectivity in normal aging and Alzheimer's disease: An approach combining entropy-based and graph theoretical measurements. - Paule-Joanne Toussaint; Sofiane Maiz; David Coynel; Arnaud Messé; Vincent Perlbarg; Marie Odile Habert; Habib Benali (ISBI, 2011)

Brain functional integration decreases during propofol-induced loss of consciousness. - Jessica Schrouff; Vincent Perlbarg; Mélanie Boly; Guillaume Marrelec; Pierre Boveroux; Audrey Vanhaudenhuyse; Marie-Aurélie Bruno; Steven Laureys; Christophe Phillips; Mélanie Pélégrini-Issac; Pierre Maquet; Habib Benali (NeuroImage, 2011)

Resting state FDG-PET functional connectivity as an early biomarker of Alzheimer's disease using conjoint univariate and independent component analyses. - Paule-Joanne Toussaint; Vincent Perlbarg; Pierre Bellec; Serge Desarnaud; Lucette Lacomblez; Julien Doyon; Marie Odile Habert; Habib Benali (NeuroImage, 2012)

Reduction of physiological noise with independent component analysis improves the detection of nociceptive responses with fMRI of the human spinal cord. - G. Xie; Mathieu Piché; M. Khoshnejad; Vincent Perlbarg; Jen-I Chen; Richard D. Hoge; Habib Benali; Serge Rossignol; Pierre Rainville; Julien Cohen-Adad (NeuroImage, 2012)

ODF maxima computation using hill climbing algorithm. - Makhlouf Laouchedi; Thinhinane Megherbi; Houssem Khabatti; Ishak Serrat; Rachid Deriche; Vincent Perlbarg; Fatima Oulebsir-Boumghar (ISBI, 2014)

Combining Spatial Independent Component Analysis with Regression to Identify the Subcortical Components of Resting-State fMRI Functional Networks. - Caroline Malherbe; Arnaud Messé; Éric Bardinet; Mélanie Pélégrini-Issac; Vincent Perlbarg; Guillaume Marrelec; Yulia Worbe; Jérôme Yelnik; Stéphane Lehéricy; Habib Benali (Brain Connect., 2014)

Characteristics of the default mode functional connectivity in normal ageing and Alzheimer's disease using resting state fMRI with a combined approach of entropy-based and graph theoretical measurements. - Paule-Joanne Toussaint; Sofiane Maiz; David Coynel; Julien Doyon; Arnaud Messé; Leonardo Cruz de Souza; Marie Sarazin; Vincent Perlbarg; Marie Odile Habert; Habib Benali (NeuroImage, 2014)

CATI: A Large Distributed Infrastructure for the Neuroimaging of Cohorts. - Grégory Operto; Marie Chupin; Bénédicte Batrancourt; Marie Odile Habert; Olivier Colliot; Habib Benali; Cyril Poupon; Catherine Champseix; Christine Delmaire; Marie Sullivan; Denis Rivière; Mélanie Pélégrini-Issac; et al. (Neuroinformatics, 2016)

A strategy for multimodal data integration: application to biomarkers identification in spinocerebellar ataxia. - Imene Garali; Isaac M. Adanyeguh; Farid Ichou; Vincent Perlbarg; Alexandre Seyer; Benoit Colsch; Ivan Moszer; Vincent Guillemot; Alexandra Durr; Fanny Mochel; Arthur Tenenhaus (Briefings Bioinform., 2018)

Multi-cohort machine learning identifies predictors of cognitive impairment in Parkinson's disease. - Rebecca Ting Jiin Loo; Lukas Pavelka; Graziella Mangone; Fouad Khoury; Marie Vidailhet; Jean-Christophe Corvol; Enrico Glaab; Geeta Acharya; Gloria Aguayo; Myriam Alexandre; Muhammad Ali; Wim Ammerlann; et al. (npj Digit. Medicine, 2025)