Pairwise Functional Connectivity Estimation in Spinocerebellar Ataxia Type 3 Using Sparse Gaussian Markov Network: Integrating Group and Individual Analyses of rs-fMRI.
Faezeh MoradiJennifer FaberCarlos R. Hernandez-CastilloPublished in: MeMeA (2024)
Keyphrases
- functional connectivity
- markov networks
- pairwise
- belief propagation
- maximum likelihood
- functional magnetic resonance imaging
- markov random field
- resting state fmri
- graphical models
- activation detection
- working memory
- conditional random fields
- high dimensional
- bayesian inference
- human brain
- bayesian networks
- brain regions
- higher order
- similarity measure
- diffusion tensor imaging
- probabilistic model
- pattern classification
- first order logic
- graph cuts
- posterior probability
- semi supervised
- correlation analysis
- maximum a posteriori
- image processing
- em algorithm
- healthy subjects
- data analysis
- medical images