Improved generation of probabilistic atlases for the expectation maximization classification.
Jyrki LötjönenRobin WolzJuha KoikkalainenLennart ThurfjellRoger LundqvistGunhild WaldemarHilkka SoininenDaniel RueckertPublished in: ISBI (2011)
Keyphrases
- expectation maximization
- classification accuracy
- generative model
- machine learning
- decision trees
- classification algorithm
- pattern recognition
- em algorithm
- image classification
- classification scheme
- automatic classification
- pattern classification
- text classification
- feature selection
- multi class
- supervised learning
- probabilistic model
- feature vectors
- feature space
- support vector
- human brain
- classification rules
- classification process
- support vector machine
- classification method
- decision rules
- bayesian networks
- information processing
- feature extraction
- training samples
- classification models
- neural network
- computer vision
- classification systems
- feature set