Feature extraction method for breast cancer diagnosis in digital mammograms using multi-resolution transformations and SVM-fuzzy logic classifier.
Prabukumar ManoharanNandi PrasenjitVadivelu SangeethaPublished in: Int. J. Comput. Vis. Robotics (2013)
Keyphrases
- breast cancer diagnosis
- digital mammograms
- multiresolution
- fuzzy logic
- support vector
- svm classifier
- support vector machine
- breast cancer
- support vector machine svm
- training data
- feature selection
- training set
- mammographic images
- neural network
- logistic regression
- receiver operating characteristic
- fold cross validation
- feature space
- roc curve
- feature set
- feature vectors
- class labels
- multi class
- cancer diagnosis
- decision trees
- machine learning
- loss function
- feature subset
- knn
- pattern recognition