Ensemble based system for whole-slide prostate cancer probability mapping using color texture features.
Matthew D. DiFrancoGillian O'HurleyElaine W. KayR. William G. WatsonPadraig CunninghamPublished in: Comput. Medical Imaging Graph. (2011)
Keyphrases
- texture features
- prostate cancer
- color features
- texture information
- gabor filtering
- texture patterns
- color and texture features
- textured images
- texture classification
- texture analysis
- texture images
- gabor filters
- color texture
- feature vectors
- mixture of gaussian distributions
- texture feature extraction
- gray level
- shape features
- color images
- image features
- computer aided
- color information
- textural features
- feature extraction
- color space
- feature set
- mr images
- medical image analysis
- distance measure
- local binary pattern
- texture features are extracted
- training set
- feature selection
- texture descriptors
- decision trees
- training data
- learning algorithm