most citedA supervised clustering approach for fMRI-based inference of brain states

148 citations

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cs.CV2011★ 148 cited

A supervised clustering approach for fMRI-based inference of brain states

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux +3

We propose a method that combines signals from many brain regions observed in functional Magnetic Resonance Imaging (fMRI) to predict the subject's behavior during a scanning sessi…

cs.CV2011★ 140 cited

Total variation regularization for fMRI-based prediction of behaviour

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux +2

While medical imaging typically provides massive amounts of data, the extraction of relevant information for predictive diagnosis remains a difficult challenge. Functional MRI (fMR…