A multilevel Markov Chain Monte Carlo approach for uncertainty quantification in deformable registration.
Sandra SchultzHeinz HandelsJan EhrhardtPublished in: Medical Imaging: Image Processing (2018)
Keyphrases
- deformable registration
- markov chain monte carlo
- markov chain
- image registration
- generative model
- posterior distribution
- parameter estimation
- prostate cancer
- deformation field
- brain images
- b spline
- bayesian inference
- posterior probability
- monte carlo
- similarity metric
- statistical shape model
- approximate inference
- brain tumors
- data association
- particle filter
- machine learning
- bayesian framework
- prior knowledge
- visual tracking
- maximum likelihood
- simulated annealing