166 citations
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR18 papers
- Centre National de la Recherche ScientifiqueFR12 papers
- InsermFR10 papers
- CEA Paris-SaclayFR9 papers
- Université Paris-SaclayFR7 papers
- Centre Inria de SaclayFR5 papers
- Institut national de recherche en sciences et technologies du numériqueFR5 papers
- Institut de Recherche sur les Lois Fondamentales de l'UniversFR4 papers
- CEA Paris-Saclay - Etablissement de Fontenay-aux-rosesFR3 papers
- University of MünsterDE3 papers
- Cognitive Neuroimaging LabFR2 papers
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cs.CV2017
Unmixing dynamic PET images with variable specific binding kinetics
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon +3
To analyze dynamic positron emission tomography (PET) images, various generic multivariate data analysis techniques have been considered in the literature, such as principal compon…
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…