Non-melanoma skin lesion classification using colour image data in a hierarchical K-NN classifier.
Lucia BalleriniRobert B. FisherBen AldridgeJonathan ReesPublished in: ISBI (2012)
Keyphrases
- k nearest neighbour
- knn
- skin lesion
- classification algorithm
- k nearest neighbor
- image data
- support vector machine
- malignant melanoma
- support vector machine svm
- nearest neighbor
- nearest neighbour
- feature selection
- mixed data
- skin cancer
- k nearest
- text classification
- information gain
- distance function
- text categorization
- support vector
- bayesian network classifiers
- computer aided
- web document classification
- feature space
- classification accuracy
- early detection
- extracted features
- class labels
- decision boundary
- digital image processing
- document classification
- image analysis
- voting methods
- training samples
- pattern recognition
- learning vector quantization
- learning algorithm
- digital images
- multi layer perceptron
- probabilistic neural network
- early diagnosis
- feature subset
- classifier combination
- decision trees
- dermoscopy images
- pigmented skin lesions