Classification of mammographic masses: influence of regions used for feature extraction on the classification performance.
Florian WagnerThomas WittenbergMatthias ElterPublished in: Medical Imaging: Computer-Aided Diagnosis (2010)
Keyphrases
- feature extraction
- pattern classification
- classification scheme
- image classification
- pattern recognition
- automatic classification
- feature selection
- classification method
- feature space
- feature vectors
- classification systems
- classification accuracy
- benchmark datasets
- machine learning
- decision rules
- svm classifier
- text classification
- dimensionality reduction
- decision trees
- wavelet transform
- feature set
- support vector
- preprocessing
- image analysis
- support vector machine svm
- support vector machine
- training samples
- dimension reduction
- training data
- supervised learning
- image processing
- data sets
- image feature extraction
- computer aided detection