Breast Lesion Discrimination Using Saliency Features from MRI Sequences and MKL-Based Classification.
Henry Jhoán Areiza-LaverdeCarlos Andrés Duarte-SalazarLiliana HernándezAndrés Eduardo Castro-OspinaGloria M. DíazPublished in: CIARP (2019)
Keyphrases
- classification accuracy
- feature set
- feature vectors
- feature extraction
- classification models
- multiple kernel learning
- feature space
- classification method
- classification process
- feature selection
- svm classifier
- extracted features
- class labels
- support vector
- magnetic resonance imaging
- decision trees
- breast cancer diagnosis
- feature analysis
- machine learning
- breast tissue
- multi kernel
- mammogram images
- class discrimination
- hidden markov models
- magnetic resonance images
- support vector machine svm
- textural features
- skin lesion
- image classification
- image features
- learning models
- information content
- feature subset
- multiple features
- medical imaging
- mr images
- salient regions
- linear combination
- support vector machine