Bayesian inference of structural brain networks.
Max HinneTom HeskesChristian F. BeckmannMarcel A. J. van GervenPublished in: NeuroImage (2013)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- brain connectivity
- hyperparameters
- statistical inference
- social networks
- hidden variables
- probabilistic modeling
- bayesian model
- markov networks
- variational inference
- particle filter
- human brain
- variational bayes
- machine learning
- gibbs sampler
- weighted model counting
- prior distribution
- markov chain
- prior knowledge
- expectation propagation
- hierarchical bayesian
- decision trees