Mass classification of mammograms using fractal dimensions and statistical features.
Hamed PezeshkiMaryam RastgarpourArash SharifiSamaneh YazdaniPublished in: Multidimens. Syst. Signal Process. (2021)
Keyphrases
- fractal dimensions
- mammogram images
- feature set
- feature vectors
- classification accuracy
- fractal dimension
- feature extraction
- feature space
- classification process
- classification models
- digitized mammograms
- feature analysis
- svm classifier
- extracted features
- classification method
- text classification
- extracting features
- texture segmentation
- breast cancer
- image classification
- class labels
- feature representation
- feature values
- decision trees
- image analysis
- benchmark datasets
- machine learning
- markov random field
- support vector machine
- correspondence analysis
- training set
- similarity measure
- feature selection
- statistical information
- knn
- high dimensionality
- statistical models