Conditional independence graphs for functional connectivity in functional MRI.
Guillaume MarrelecMélanie Pélégrini-IssacHabib BenaliPublished in: ISBI (2002)
Keyphrases
- conditional independence
- functional mri
- functional connectivity
- brain regions
- functional magnetic resonance imaging
- bayesian networks
- brain activity
- graphical models
- random variables
- human brain
- probability distribution
- causal models
- directed acyclic graph
- brain images
- magnetic resonance imaging
- diffusion tensor imaging
- healthy subjects
- white matter
- magnetic resonance images
- pattern classification
- data analysis
- directed graph
- high dimensional
- machine learning
- information processing
- feature extraction
- probabilistic model
- data mining
- medical images