J. Honorio, . Tomasi, H. Goldstein, D. Leung, and . Samaras, Can a Single Brain Region Predict a Disorder?, IEEE Transactions on Medical Imaging, vol.31, issue.11, 2012.
DOI : 10.1109/TMI.2012.2206047

S. Song, . Zhan, . Long, L. Zhang, and . Yao, Comparative Study of SVM Methods Combined with Voxel Selection for Object Category Classification on fMRI Data, PLoS ONE, vol.12, issue.4, p.17191, 2011.
DOI : 10.1371/journal.pone.0017191.s008

A. Bartels and S. Zeki, Brain dynamics during natural viewing conditions???A new guide for mapping connectivity in vivo, NeuroImage, vol.24, issue.2, pp.339-349, 2005.
DOI : 10.1016/j.neuroimage.2004.08.044

D. Hardoon, J. Mourao-miranda, J. Brammer, and . Shawe-taylor, Unsupervised analysis of fMRI data using kernel canonical correlation, NeuroImage, vol.37, issue.4, pp.1250-1259, 2007.
DOI : 10.1016/j.neuroimage.2007.06.017

R. Tibshirani, Regression shrinkage and selection via the lasso, Journal of the Royal Statistical Society. Series B, pp.267-288, 1996.

A. Argyriou, N. Foygel, and . Srebro, Sparse prediction with the k-support norm, Neural Information Processing Systems, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00858954

K. Gkirtzou, . Honorio, . Samaras, . Goldstein, and . Blaschko, FMRI analysis of cocaine addiction using k-support sparsity, 2013 IEEE 10th International Symposium on Biomedical Imaging, 2013.
DOI : 10.1109/ISBI.2013.6556665

URL : https://hal.archives-ouvertes.fr/hal-00784386

R. Goldstein and N. Volkow, Drug Addiction and Its Underlying Neurobiological Basis: Neuroimaging Evidence for the Involvement of the Frontal Cortex, American Journal of Psychiatry, vol.159, issue.10, 2002.
DOI : 10.1176/appi.ajp.159.10.1642

R. Goldstein, . Tomasi, L. Rajaram, . Cottone, . Zhang et al., Role of the anterior cingulate and medial orbitofrontal cortex in processing drug cues in cocaine addiction, Neuroscience, vol.144, issue.4, pp.1153-1159, 2007.
DOI : 10.1016/j.neuroscience.2006.11.024

A. Konova, . Moeller, M. Tomasi, . Parvaz, N. Alia-klein et al., Structural and behavioral correlates of abnormal encoding of money value in the sensorimotor striatum in cocaine addiction, European Journal of Neuroscience, vol.30, issue.Suppl 1, 2012.
DOI : 10.1111/j.1460-9568.2012.08211.x

S. Moeller, . Tomasi, . Honorio, R. Volkow, and . Goldstein, Dopaminergic involvement during mental fatigue in health and cocaine addiction, Translational Psychiatry, vol.68, issue.10, p.176, 2012.
DOI : 10.1016/0376-8716(93)90042-O

URL : http://doi.org/10.1038/tp.2012.110

H. Chase, . Eickhoff, L. Laird, and . Hogarth, The Neural Basis of Drug Stimulus Processing and Craving: An Activation Likelihood Estimation Meta-Analysis, Biological Psychiatry, vol.70, issue.8, pp.785-793, 2011.
DOI : 10.1016/j.biopsych.2011.05.025

X. Liu, . Hairston, J. Schrier, and . Fan, Common and distinct networks underlying reward valence and processing stages: A meta-analysis of functional neuroimaging studies, Neuroscience & Biobehavioral Reviews, vol.35, issue.5, pp.1219-1236, 2011.
DOI : 10.1016/j.neubiorev.2010.12.012