Bayesian brain source imaging based on combined MEG/EEG and fMRI using MCMC.
Sung C. JunJohn S. GeorgeWoohan KimE. Juliana Paré-BlagoevSergey M. PlisDouglas M. RankenDavid M. SchmidtPublished in: NeuroImage (2008)
Keyphrases
- event related
- brain activity
- functional magnetic resonance imaging
- brain computer interface
- statistical parametric mapping
- brain imaging
- posterior distribution
- markov chain monte carlo
- activation detection
- human brain
- brain regions
- posterior probability
- bayesian inference
- eeg signals
- brain mapping
- brain signals
- markov chain
- cognitive states
- bayesian networks
- monte carlo
- eeg data
- medical imaging
- functional connectivity
- high resolution
- image processing
- pattern classification
- bayesian framework
- cortical areas
- maximum likelihood
- event related potentials
- brain images
- activation patterns
- particle filter