Information theory optimization based feature selection in breast mammography lesion classification.
Johanna UthoffJessica C. SierenPublished in: ISBI (2018)
Keyphrases
- information theory
- feature selection
- breast tissue
- information theoretic
- breast cancer diagnosis
- digital mammograms
- statistical learning
- classification accuracy
- jensen shannon divergence
- breast cancer
- feature extraction
- pattern recognition
- classification models
- mutual information
- support vector
- feature set
- text classification
- feature space
- machine learning
- statistical mechanics
- support vector machine
- tissue classification
- benign and malignant
- breast cancer detection
- feature selection algorithms
- mammographic images
- discriminating power
- mdl principle
- conditional entropy
- feature subset
- multi class
- cad systems
- image analysis
- feature vectors
- shannon entropy
- decision trees
- image processing