Markov Chain Monte Carlo Used in Parameter Inference of Magnetic Resonance Spectra.
Kiel HockKeith EarlePublished in: Entropy (2016)
Keyphrases
- markov chain monte carlo
- magnetic resonance
- mr images
- brain tumours
- medical images
- bayesian inference
- markov chain
- parameter estimation
- posterior probability
- generative model
- image data
- image registration
- posterior distribution
- approximate inference
- monte carlo
- particle filter
- data association
- simulated annealing
- particle filtering
- inference in graphical models
- bayesian networks
- probabilistic inference
- graphical models
- parameter settings
- conditional probabilities
- parameter space
- em algorithm
- maximum likelihood
- optical flow
- image analysis