Comparison of Support Vector Machines and Bayesian Neural Networks Performance for Breast Tissues Using geostatistical Functions in Mammographic Images.
Geraldo Braz JuniorLeonardo de Oliveira MartinsAristófanes Corrêa SilvaAnselmo Cardoso de PaivaPublished in: Int. J. Comput. Intell. Appl. (2010)
Keyphrases
- mammographic images
- breast tissue
- support vector
- breast cancer
- digital mammograms
- mammogram images
- quantitative evaluation
- low contrast
- tissue classification
- logistic regression
- resolution enhancement
- support vector machine
- discriminating power
- feature selection
- maximum likelihood
- decision trees
- cad systems
- textural features
- segmentation accuracy
- computer aided diagnosis
- fully automatic
- cancer detection
- medical images
- classification accuracy
- image analysis
- multiscale
- pectoral muscle