Support vector machine for breast MR image classification.
Chien-Shun LoChuin-Mu WangPublished in: Comput. Math. Appl. (2012)
Keyphrases
- image classification
- support vector machine
- svm classifier
- breast mri
- svm classification
- medical images
- image representation
- bag of words
- magnetic resonance
- multi class
- image features
- feature vectors
- training data
- image registration
- feature selection
- mr images
- kernel methods
- magnetic resonance imaging
- feature extraction
- support vector
- computer aided diagnosis
- computer aided
- visual words
- support vector machine svm
- image data
- cancer treatment
- kernel function
- provide additional information
- decision boundary
- hyperplane
- digital mammograms
- breast tissue
- computer aided detection
- support vector regression
- classification method
- knn
- feature space
- stock market prediction
- differential diagnosis
- breast cancer diagnosis
- data sets
- breast cancer detection
- contrast enhanced
- soft margin
- class specific
- mri data
- soft tissue
- segmentation method
- training set
- decision trees
- machine learning