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A group model for stable multi-subject ICA on fMRI datasets.
Varoquaux G, Sadaghiani S, Pinel P, Kleinschmidt A, Poline JB, Thirion B. Varoquaux G, et al. Neuroimage. 2010 May 15;51(1):288-99. doi: 10.1016/j.neuroimage.2010.02.010. Epub 2010 Feb 12. Neuroimage. 2010. PMID: 20153834 Free article.
Total variation regularization for fMRI-based prediction of behavior.
Michel V, Gramfort A, Varoquaux G, Eger E, Thirion B. Michel V, et al. Among authors: varoquaux g. IEEE Trans Med Imaging. 2011 Jul;30(7):1328-40. doi: 10.1109/TMI.2011.2113378. Epub 2011 Feb 10. IEEE Trans Med Imaging. 2011. PMID: 21317080 Free PMC article.
Machine learning for neuroimaging with scikit-learn.
Abraham A, Pedregosa F, Eickenberg M, Gervais P, Mueller A, Kossaifi J, Gramfort A, Thirion B, Varoquaux G. Abraham A, et al. Among authors: varoquaux g. Front Neuroinform. 2014 Feb 21;8:14. doi: 10.3389/fninf.2014.00014. eCollection 2014. Front Neuroinform. 2014. PMID: 24600388 Free PMC article.
Group-PCA for very large fMRI datasets.
Smith SM, Hyvärinen A, Varoquaux G, Miller KL, Beckmann CF. Smith SM, et al. Among authors: varoquaux g. Neuroimage. 2014 Nov 1;101:738-49. doi: 10.1016/j.neuroimage.2014.07.051. Epub 2014 Aug 3. Neuroimage. 2014. PMID: 25094018 Free PMC article.
Robust regression for large-scale neuroimaging studies.
Fritsch V, Da Mota B, Loth E, Varoquaux G, Banaschewski T, Barker GJ, Bokde AL, Brühl R, Butzek B, Conrod P, Flor H, Garavan H, Lemaitre H, Mann K, Nees F, Paus T, Schad DJ, Schümann G, Frouin V, Poline JB, Thirion B; IMAGEN consortium. Fritsch V, et al. Among authors: varoquaux g. Neuroimage. 2015 May 1;111:431-41. doi: 10.1016/j.neuroimage.2015.02.048. Epub 2015 Feb 28. Neuroimage. 2015. PMID: 25731989
NeuroVault.org: A repository for sharing unthresholded statistical maps, parcellations, and atlases of the human brain.
Gorgolewski KJ, Varoquaux G, Rivera G, Schwartz Y, Sochat VV, Ghosh SS, Maumet C, Nichols TE, Poline JB, Yarkoni T, Margulies DS, Poldrack RA. Gorgolewski KJ, et al. Among authors: varoquaux g. Neuroimage. 2016 Jan 1;124(Pt B):1242-1244. doi: 10.1016/j.neuroimage.2015.04.016. Epub 2015 Apr 11. Neuroimage. 2016. PMID: 25869863 Free PMC article.
121 results