Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability.
Roberto D'AmbrosioWafa Bel Haj AliRichard NockPaolo SodaFrank NielsenMichel BarlaudPublished in: MLMI (2012)
Keyphrases
- nearest neighbour
- k nearest neighbour
- posterior probability
- biomedical images
- knn
- decision trees
- support vector machine
- prior probabilities
- feature space
- class labels
- training set
- training samples
- k nearest neighbor
- feature selection
- decision boundary
- support vector
- bayesian networks
- conditional probabilities
- medical images
- pattern recognition
- bayesian framework
- neural network
- probabilistic model
- minority class
- text classification
- probability distribution
- generative model
- euclidean distance
- active learning
- image segmentation
- training data
- feature vectors
- machine learning
- rough sets
- pairwise
- feature extraction
- prior knowledge
- classification accuracy
- feature set
- dimensionality reduction