Bayesian networks for fMRI: A primer.
Jeanette A. MumfordJoseph D. RamseyPublished in: NeuroImage (2014)
Keyphrases
- bayesian networks
- human brain
- structure learning
- event related
- probabilistic inference
- graphical models
- functional magnetic resonance imaging
- probabilistic model
- probability distribution
- activation detection
- learning bayesian networks
- conditional probabilities
- inference in bayesian networks
- probabilistic reasoning
- brain injury
- bayesian network learning
- healthy subjects
- brain activity
- random variables
- special case
- parameter learning
- bayesian network structures
- incomplete data
- diagnostic reasoning
- brain regions
- conditional independence
- bayesian belief networks
- data sets
- approximate inference
- hidden variables
- data analysis
- causal relationships
- functional mri
- expert systems
- complex domains