Breast Tissue Classification in Mammograms Using ICA Mixture Models.
Ioanna ChristoyianniAthanasios KoutrasEvangelos DermatasGeorge K. KokkinakisPublished in: ICANN (2001)
Keyphrases
- breast tissue
- mixture model
- breast cancer
- digitized mammograms
- mammographic images
- density estimation
- subspace analysis
- gaussian mixture model
- unsupervised learning
- tissue classification
- textural features
- model selection
- generative model
- discriminating power
- benign and malignant
- em algorithm
- classification accuracy
- probabilistic model
- pattern recognition
- decision trees
- feature extraction
- independent component analysis
- machine learning
- text classification
- expectation maximization
- face recognition
- feature space
- training data
- image processing
- cad systems
- lung nodules
- support vector
- training set
- class labels
- pairwise
- maximum likelihood
- knn