Habib Benali

Rémi Cuingnet, Joan Alexis Glaunès, Marie Chupin, Habib Benali, Olivier Colliot: Spatial and Anatomical Regularization of SVM: A General Framework for Neuroimaging Data. IEEE Trans. Pattern Anal. Mach. Intell. 35(3): 682-696 (2013)

G. Xie, M. Piché, M. Khoshnejad, Vincent Perlbarg, J.-I. Chen, Richard D. Hoge, Habib Benali, Serge Rossignol, Pierre Rainville, Julien Cohen-Adad: Reduction of physiological noise with independent component analysis improves the detection of nociceptive responses with fMRI of the human spinal cord. NeuroImage 63(1): 245-252 (2012)

Paule-Joanne Toussaint, Vincent Perlbarg, Pierre Bellec, Serge Desarnaud, Lucette Lacomblez, Julien Doyon, Marie Odile Habert, Habib Benali: Resting state FDG-PET functional connectivity as an early biomarker of Alzheimer's disease using conjoint univariate and independent component analyses. NeuroImage 63(2): 936-946 (2012)

Guillaume Marrelec, Habib Benali: Large-Sample Asymptotic Approximations for the Sampling and Posterior Distributions of Differential Entropy for Multivariate Normal Distributions. Entropy 13(4): 805-819 (2011)

Rémi Cuingnet, Charlotte Rosso, Marie Chupin, Stéphane Lehericy, Didier Dormont, Habib Benali, Yves Samson, Olivier Colliot: Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome. Medical Image Analysis 15(5): 729-737 (2011)

Julien Cohen-Adad, M.-M. El Mendili, Stéphane Lehericy, P.-F. Pradat, S. Blancho, Serge Rossignol, Habib Benali: Demyelination and degeneration in the injured human spinal cord detected with diffusion and magnetization transfer MRI. NeuroImage 55(3): 1024-1033 (2011)

Rémi Cuingnet, Emilie Gerardin, Jérôme Tessieras, Guillaume Auzias, Stéphane Lehericy, Marie Odile Habert, Marie Chupin, Habib Benali, Olivier Colliot: Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database. NeuroImage 56(2): 766-781 (2011)

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: Brain functional integration decreases during propofol-induced loss of consciousness. NeuroImage 57(1): 198-205 (2011)

Julien Cohen-Adad, H. Leblond, H. Delivet-Mongrain, M. Martinez, Habib Benali, Serge Rossignol: Wallerian degeneration after spinal cord lesions in cats detected with diffusion tensor imaging. NeuroImage 57(3): 1068-1076 (2011)

Xingfeng Li, Damien Coyle, Liam P. Maguire, Thomas Martin McGinnity, Habib Benali: A Model Selection Method for Nonlinear System Identification Based fMRI Effective Connectivity Analysis. IEEE Trans. Med. Imaging 30(7): 1365-1380 (2011)

Paule-Joanne Toussaint, S. Maiz, David Coynel, A. Messe, Vincent Perlbarg, Marie Odile Habert, Habib Benali: Characterization of the default mode functional connectivity in normal aging and Alzheimer's disease: An approach combining entropy-based and graph theoretical measurements. ISBI 2011: 853-856

Rémi Cuingnet, Joan Alexis Glaunès, Marie Chupin, Habib Benali, Olivier Colliot: Anatomical Regularization on Statistical Manifolds for the Classification of Patients with Alzheimer's Disease. MLMI 2011: 201-208

Xingfeng Li, Guillaume Marrelec, Robert F. Hess, Habib Benali: A nonlinear identification method to study effective connectivity in functional MRI. Medical Image Analysis 14(1): 30-38 (2010)

Pierre Orban, Philippe Peigneux, Ovidiu V. Lungu, Geneviève Albouy, Estelle Breton, Frédéric Laberenne, Habib Benali, Pierre Maquet, Julien Doyon: The multifaceted nature of the relationship between performance and brain activity in motor sequence learning. NeuroImage 49(1): 694-702 (2010)

David Coynel, Guillaume Marrelec, Vincent Perlbarg, Mélanie Pélégrini-Issac, Pierre-François van de Moortele, Kamil Ugurbil, Julien Doyon, Habib Benali, Stéphane Lehericy: Dynamics of motor-related functional integration during motor sequence learning. NeuroImage 49(1): 759-766 (2010)

Pierre Bellec, Pedro Rosa-Neto, Oliver C. Lyttelton, Habib Benali, Alan C. Evans: Multi-level bootstrap analysis of stable clusters in resting-state fMRI. NeuroImage 51(3): 1126-1139 (2010)

Xingfeng Li, Damien Coyle, Liam P. Maguire, Thomas Martin McGinnity, David R. Watson, Habib Benali: A least angle regression method for fMRI activation detection in phase-encoded experimental designs. NeuroImage 52(4): 1390-1400 (2010)

Alexandre Goguin, Frederic Lesage, H. Leblond, Mélanie Pélégrini-Issac, Serge Rossignol, Habib Benali: A Low-Cost Implantable Near-Infrared Imaging System of Spinal Cord Activity in the Cat. IEEE Trans. Biomed. Circuits and Systems 4(5): 329-335 (2010)

David Coynel, Guillaume Marrelec, Vincent Perlbarg, Julien Doyon, Habib Benali: Conditional integration as a way of measuring mediated interactions between large-scale brain networks in functional MRI. ISBI 2010: 652-655

C. Malherbe, Mélanie Pélégrini-Issac, Vincent Perlbarg, Stéphane Lehericy, Guillaume Marrelec, Habib Benali: Identification of functional cortico-subcortical networks in resting-state FMRI: a combined NEDICA and GLM analysis. ISBI 2010: 1169-1172

D. Wassennann, J. Cohen-Adacf, Stéphane Lehericy, Habib Benali, Serge Rossignol, Rachid Deriche: Straightening the spinal cord using fibre tractography. ISBI 2010: 1377-1380

Rémi Cuingnet, Charlotte Rosso, Stéphane Lehericy, Didier Dormont, Habib Benali, Yves Samson, Olivier Colliot: Spatially Regularized SVM for the Detection of Brain Areas Associated with Stroke Outcome. MICCAI (1) 2010: 316-323

Rémi Cuingnet, Marie Chupin, Habib Benali, Olivier Colliot: Spatial and anatomical regularization of SVM for brain image analysis. NIPS 2010: 460-468

Guillaume Marrelec, Habib Benali: A Theoretical Investigation of the Relationship between Structural Equation Modeling and Partial Correlation in Functional MRI Effective Connectivity. Comp. Int. and Neurosc. 2009 (2009)

Julien Cohen-Adad, Richard D. Hoge, H. Leblond, G. Xie, G. Beaudoin, A. W. Song, G. Krueger, Julien Doyon, Habib Benali, Serge Rossignol: Investigations on spinal cord fMRI of cats under ketamine. NeuroImage 44(2): 328-339 (2009)

Saâd Jbabdi, Pierre Bellec, Roberto Toro, Jean Daunizeau, Mélanie Pélégrini-Issac, Habib Benali: Accurate Anisotropic Fast Marching for Diffusion-Based Geodesic Tractography. Int. J. Biomedical Imaging 2008 (2008)

Oury Monchi, Habib Benali, Julien Doyon, Antonio P. Strafella: Recent Advances in Neuroimaging Methods. Int. J. Biomedical Imaging 2008 (2008)

Guillaume Marrelec, Pierre Bellec, Alexandre Krainik, Hugues Duffau, Mélanie Pélégrini-Issac, Stéphane Lehericy, Habib Benali, Julien Doyon: Regions, systems, and the brain: Hierarchical measures of functional integration in fMRI. Medical Image Analysis 12(4): 484-496 (2008)

Julien Cohen-Adad, Maxime Descoteaux, Serge Rossignol, Richard D. Hoge, Rachid Deriche, Habib Benali: Detection of multiple pathways in the spinal cord using q-ball imaging. NeuroImage 42(2): 739-749 (2008)

Marie Chupin, Gaël Chetelat, Louis Lemieux, Bruno Dubois, Line Garnero, Habib Benali, Francis Eustache, Stéphane Lehericy, Béatrice Desgranges, Olivier Colliot: Fully automatic hippocampus segmentation discriminates between early Alzheimer's disease and normal aging. ISBI 2008: 97-100

Julien Cohen-Adad, Maxime Descoteaux, Serge Rossignol, Richard D. Hoge, Rachid Deriche, Habib Benali: Detection of multiple pathways in the spinal cord white matter using q-ball imaging. ISBI 2008: 696-699

Vincent Perlbarg, Guillaume Marrelec, Julien Doyon, Mélanie Pélégrini-Issac, Stéphane Lehericy, Habib Benali: NEDICA: Detection of group functional networks in FMRI using spatial independent component analysis. ISBI 2008: 1247-1250

Lilia Mesrob, Benoit Magnin, Olivier Colliot, Marie Sarazin, Valérie Hahn-Barma, Bruno Dubois, Patrick Gallinari, Stéphane Lehericy, Serge Kinkingnéhun, Habib Benali: Identification of Atrophy Patterns in Alzheimer's Disease Based on SVM Feature Selection and Anatomical Parcellation. MIAR 2008: 124-132

Julien Cohen-Adad, S. Chapuisat, Julien Doyon, Serge Rossignol, Jean-Marc Lina, Habib Benali, Frederic Lesage: Activation detection in diffuse optical imaging by means of the general linear model. Medical Image Analysis 11(6): 616-629 (2007)

Jean Daunizeau, Jérémie Mattout, Diego Clonda, Bernard Goulard, Habib Benali, Jean-Marc Lina: Bayesian spatio-temporal approach for EEG source reconstruction: conciliating ECD and distributed models. IEEE Trans. Biomed. Engineering 53(3): 503-516 (2006)

Guillaume Marrelec, Philippe Ciuciu, Mélanie Pélégrini-Issac, Habib Benali: Estimation of the hemodynamic response in event-related functional MRI: Bayesian networks as a framework for efficient Bayesian modeling and inference. IEEE Trans. Med. Imaging 23(8): 959-967 (2004)

Pierre Bellec, Guillaume Marrelec, Vincent Perlbarg, Saâd Jbabdi, Odile Jolivet, Mélanie Pélégrini-Issac, Habib Benali, Julien Doyon: Identification of A Large-Scale Functional Network In Functional Magnetic Resonance Imaging. ISBI 2004: 848-851

Vincent Perlbarg, Pierre Bellec, Habib Benali, Guillaume Marrelec, Saâd Jbabdi: Selection of Spatially Independent Components to Explain Functional Connectivity In fMRI. ISBI 2004: 852-855

Saâd Jbabdi, Pierre Bellec, Guillaume Marrelec, Habib Benali: A Level Set Method for Building Anatomical Connectivity Paths Between Brain Areas Using DTI. ISBI 2004: 1024-1017

Jean Daunizeau, Habib Benali, Jérémie Mattout, Jean-Marc Lina, Bernard Goulard: Data-Driven Cortex Parcelling: A Regularization Tool for the EEG/MEG Inverse Problem. ISBI 2004: 1343-1346

Jérémie Mattout, Jean Daunizeau, Mélanie Pélégrini-Issac, Line Garnero, Habib Benali: Better Conditioning the MEG/EEG Inverse Problem: The Multivariate Source Prelocalization Approach. ISBI 2004: 1361-1364

Christophe Grova, Pierre Jannin, Irène Buvat, Habib Benali, Bernard Gibaud: Evaluation of Registration of Ictal SPECT/MRI Data Using Statistical Similarity Methods. MICCAI (1) 2004: 687-695

Philippe Ciuciu, Jean-Baptiste Poline, Guillaume Marrelec, Jérôme Idier, Christophe Pallier, Habib Benali: Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment. IEEE Trans. Med. Imaging 22(10): 1235-1251 (2003)

Jérémie Mattout, Mélanie Pélégrini-Issac, Anne Bellio, Jean Daunizeau, Habib Benali: Localization Estimation Algorithm (LEA): A Supervised Prior-Based Approach for Solving the EEG/MEG Inverse Problem. IPMI 2003: 536-547

Habib Benali, Jérémie Mattout, Mélanie Pélégrini-Issac: Multivariate Group Effect Analysis in Functional Magnetic Resonance Imaging. IPMI 2003: 548-559

Guillaume Marrelec, Philippe Ciuciu, Mélanie Pélégrini-Issac, Habib Benali: Estimation of the Hemodynamic Response Function in Event-Related Functional MRI: Directed Acyclic Graphs for a General Bayesian Inference Framework. IPMI 2003: 635-646

Christophe Grova, Pierre Jannin, Irène Buvat, Habib Benali, Jean-Yves Bansard, Arnaud Biraben, Bernard Gibaud: From Anatomic Standardization Analysis of Perfusion SPECT Data to Perfusion Pattern Modelling. MICCAI (2) 2003: 328-335

Frithjof Kruggel, Mélanie Pélégrini-Issac, Habib Benali: Estimating the effective degrees of freedom in univariate multiple regression analysis. Medical Image Analysis 6(1): 63-75 (2002)

Habib Benali, Jérémie Mattout, Mélanie Pélégrini-Issac, F. Meusburger, O. Derpierre, Ferath Kherif, Jean-Baptiste Poline, Yves Burnod: Hierarchical multivariate group analysis of functional MRI data. ISBI 2002: 843-846

Philippe Ciuciu, Guillaume Marrelec, Jean-Baptiste Poline, Jérôme Idier, Habib Benali: Robust estimation of the hemodynamic response function in asynchronous multitasks multisessions event-related fMRI paradigms. ISBI 2002: 847-850

Guillaume Marrelec, Mélanie Pélégrini-Issac, Habib Benali: Conditional independence graphs for functional connectivity in functional MRI. ISBI 2002: 903-906

Bérengère Aubert-Broche, Christophe Grova, Pierre Jannin, Irène Buvat, Habib Benali, Bernard Gibaud: Detection of Inter-hemispheric Asymmetries of Brain Perfusion in SPECT. MICCAI (1) 2002: 500-507

Ferath Kherif, Guillaume Flandin, Philippe Ciuciu, Habib Benali, Olivier Simon, Jean-Baptiste Poline: Model Based Spatial and Temporal Similarity Measures between Series of Functional Magnetic Resonance Images. MICCAI (2) 2002: 509-516

Jérémie Mattout, Jean Daunizeau, Mélanie Pélégrini-Issac, Habib Benali: Statistical method for source localization in MEG/EEG tomographic reconstruction problem. ICIP (1) 2001: 714-717

Habib Benali, Mélanie Pélégrini-Issac, Frithjof Kruggel: Spatio-temporal Covariance Model for Medical Images Sequences: Application to Functional MRI Data. IPMI 2001: 197-302

Christophe Grova, Arnaud Biraben, Jean-Marie Scarabin, Pierre Jannin, Irène Buvat, Habib Benali, Bernard Gibaud: A Methodology to Validate MRI/SPECT Registration Methods Using Realistic Simulated SPECT Data. MICCAI 2001: 275-282

Irène Buvat, S. Hapdey, Habib Benali, Andrew Todd-Pokropek, R. Di Paola: Spectral Factor Analysis for Multi-isotope Imaging in Nuclear Medicine. IPMI 1999: 442-447

Habib Benali, Irène Buvat, Jean-Luc Anton, Mélanie Pélégrini, M. Di Paola, J. Bittoun, Yves Burnod, R. Di Paola: Space-Time Statistical Model for Functional MRI Image Sequences. IPMI 1997: 285-298

Habib Benali, Irène Buvat, Frédérique Frouin, J. P. Bazin, R. Di Paola: Foundations of factor analysis of medical image sequences: a unified approach and some practical implications. Image Vision Comput. 12(6): 375-385 (1994)

Habib Benali, Irène Buvat, Frédérique Frouin, J. P. Bazin, R. Di Paola: Foundations of Factor Analysis of Medical Image Sequences: A Unified Approach and Some Practical Implications. IPMI 1993: 401-421