Classification of masses on mammograms using support vector machine.
Yong ChuLihua LiDmitry B. GoldgofYan QiuRobert A. ClarkPublished in: Medical Imaging: Image Processing (2003)
Keyphrases
- support vector machine
- mammogram images
- support vector machine svm
- support vector
- classification method
- svm classifier
- feature vectors
- svm classification
- multi class
- machine learning
- feature selection
- decision boundary
- multi class support vector machines
- high classification accuracy
- classification accuracy
- pattern recognition
- training data
- feature space
- computer aided diagnosis
- breast cancer
- decision trees
- training set
- classification algorithm
- k nearest neighbor
- text classification
- neural network
- digital mammograms
- generalization ability
- automatic classification
- majority voting
- small sample
- classification scheme
- digitized mammograms
- mammographic images
- image analysis
- learning algorithm
- preprocessing
- image classification
- kernel function
- classification models
- hyperplane
- cost sensitive
- computer aided
- training samples