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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: gramfort a. 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: gramfort a. Front Neuroinform. 2014 Feb 21;8:14. doi: 10.3389/fninf.2014.00014. eCollection 2014. Front Neuroinform. 2014. PMID: 24600388 Free PMC article.
Data-driven HRF estimation for encoding and decoding models.
Pedregosa F, Eickenberg M, Ciuciu P, Thirion B, Gramfort A. Pedregosa F, et al. Among authors: gramfort a. Neuroimage. 2015 Jan 1;104:209-20. doi: 10.1016/j.neuroimage.2014.09.060. Epub 2014 Oct 7. Neuroimage. 2015. PMID: 25304775
Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants.
Kernbach JM, Yeo BTT, Smallwood J, Margulies DS, Thiebaut de Schotten M, Walter H, Sabuncu MR, Holmes AJ, Gramfort A, Varoquaux G, Thirion B, Bzdok D. Kernbach JM, et al. Among authors: gramfort a. Proc Natl Acad Sci U S A. 2018 Nov 27;115(48):12295-12300. doi: 10.1073/pnas.1804876115. Epub 2018 Nov 12. Proc Natl Acad Sci U S A. 2018. PMID: 30420501 Free PMC article.
91 results