A Rician Mixture Model Classification Algorithm for Magnetic Resonance Images.
Snehashis RoyAaron CarassPierre-Louis BazinJerry L. PrincePublished in: ISBI (2009)
Keyphrases
- magnetic resonance images
- classification algorithm
- mixture model
- medical images
- mr images
- em algorithm
- gaussian mixture model
- generative model
- k nearest neighbor
- magnetic resonance imaging
- probabilistic model
- knn
- maximum likelihood
- brain tissue
- white matter
- noise model
- expectation maximization
- medical imaging
- support vector machine
- class labels
- unsupervised learning
- naive bayes
- language model
- brain tumors
- density estimation
- training set
- learning algorithm
- model selection
- high resolution
- clustering algorithm
- diffusion tensor
- diffusion weighted
- probability density function
- feature selection
- text classification
- nearest neighbor
- information retrieval
- data mining