A supervised clustering approach for fMRI-based inference of brain states.
Vincent MichelAlexandre GramfortGaël VaroquauxEvelyn EgerChristine KeribinBertrand ThirionPublished in: Pattern Recognit. (2012)
Keyphrases
- supervised clustering
- cognitive states
- activation detection
- human brain
- functional magnetic resonance imaging
- brain activity
- event related
- activation patterns
- brain images
- statistical parametric mapping
- brain mapping
- brain regions
- clustering algorithm
- information processing
- functional connectivity
- resting state fmri
- bayesian networks
- pattern classification
- data analysis
- cortical areas
- brain computer interface
- instance based learning
- label ranking
- bayesian inference
- human subjects
- machine learning