166 citations
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR18 papers
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Showing 2011 · cs.CVShow all
2 papers · 2 filters
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…