Statistical features and classification of normal and abnormal mammograms.
Youssef Ben YoussefEl Hassane AbdelmounimAbderahmane RabehJamal ZbitouAbdelaziz BelaguidPublished in: ICMCS (2014)
Keyphrases
- feature vectors
- feature set
- classification method
- classification accuracy
- feature space
- classification process
- feature extraction
- classification models
- extracting features
- feature construction
- class labels
- extracted features
- feature analysis
- pattern recognition
- features extraction
- statistical information
- machine learning
- mammogram images
- statistical measures
- correspondence analysis
- feature extraction and classification
- pattern classification
- decision trees
- image features
- high dimensionality
- svm classifier
- eeg signals
- statistical analysis
- supervised learning
- image classification
- feature selection
- abnormal events
- discriminating power
- training set
- abnormal behavior
- feature reduction
- feature weights
- textural features
- text classification
- model selection
- feature values
- support vector machine svm
- computer aided diagnosis
- feature representation
- classification scheme
- machine learning algorithms
- roc curve
- benchmark datasets
- false positives