Segmentation and Classification of Cutaneous Ulcers in Digital Images Through Artificial Neural Networks.
André de Souza TaralloAdilson GonzagaMarco Andrey Cipriani FradePublished in: HEALTHINF (2) (2008)
Keyphrases
- digital images
- artificial neural networks
- classification accuracy
- pattern recognition
- features extraction
- image segmentation
- automatic classification
- pattern classification
- machine learning
- class labels
- feature selection
- segmentation method
- lung nodules
- segmentation algorithm
- level set
- neural network
- medical images
- statistical classification
- decision trees
- feature extraction
- support vector machine
- learning algorithm
- segmentation accuracy
- decision rules
- support vector
- feature set
- support vector machine svm
- feature vectors
- classification models
- image processing
- textural features
- image analysis
- text classification
- image sequences
- generalization ability
- object segmentation
- shape prior
- region growing
- training samples
- neural network model
- classification method
- classification algorithm
- video sequences