Brain Tumor Segmentation Using a Generative Model with an RBM Prior on Tumor Shape.
Mikael AgnOula PuontiPer Munck af RosenschöldIan LawKoen Van LeemputPublished in: Brainles@MICCAI (2015)
Keyphrases
- generative model
- brain tumor segmentation
- prior distribution
- prior knowledge
- magnetic resonance images
- probabilistic model
- fully bayesian
- bayesian framework
- prior information
- conditional random fields
- primal sketch
- em algorithm
- shape model
- pairwise
- discriminative models
- semi supervised
- object categories
- posterior probability
- brain tumors
- latent dirichlet allocation
- restricted boltzmann machine
- topic models
- markov chain monte carlo
- maximum a posteriori
- middle level
- medical images