Classification in medical images using adaptive metric k-NN.
Chen ChenKonstantin ChernoffGopal KaremorePechin LoMads NielsenFrançois LauzePublished in: Medical Imaging: Image Processing (2010)
Keyphrases
- medical images
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- nearest neighbor
- medical imaging
- anatomical structures
- text classification
- support vector machine
- web document classification
- mr images
- distance function
- nearest neighbour
- medical image analysis
- magnetic resonance imaging
- imaging modalities
- medical image segmentation
- deformable models
- magnetic resonance
- training set
- text categorization
- feature selection
- medical image retrieval
- magnetic resonance images
- information gain
- segmentation of medical images
- pattern classification
- classification accuracy
- x ray images
- k nearest
- computer aided diagnosis
- machine learning
- voting methods
- image classification
- metric space
- ct images
- decision rules
- similarity search
- pattern recognition
- nearest neighbor algorithm
- support vector
- bayes error
- neural network
- nearest neighborhood
- semi supervised
- feature space
- feature extraction
- decision trees
- image processing