148 citations
- Centre Inria de SaclayFR2 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
- InsermFR2 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- CEA Paris-SaclayFR1 paper
- Cognitive Neuroimaging LabFR1 paper
- Laboratoire de Mathématiques Blaise PascalFR1 paper
- Université Paris-SudFR1 paper
2 papers
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…