Model-based Bayesian inference of brain oxygenation using quantitative BOLD.
Matthew T. CherukaraAlan J. StoneMichael A. ChappellNicholas P. BlockleyPublished in: NeuroImage (2019)
Keyphrases
- bayesian inference
- functional magnetic resonance imaging
- human brain
- probabilistic model
- brain activity
- prior information
- event related
- brain imaging
- hyperparameters
- brain images
- data analysis
- gibbs sampler
- high dimensional
- human subjects
- variational bayes
- variational inference
- statistical inference
- pattern classification
- correlation analysis
- brain activation
- bayesian model
- spatial correlation
- hierarchical bayesian
- weighted model counting
- brain regions
- expectation propagation
- particle filter
- probabilistic modeling
- machine learning
- white matter
- information processing