Classification of Mammographic ROI for Microcalcification Detection Using Multifractal Approach.
Nadia Kermouni SerradjMahammed MessadiSihem LazzouniPublished in: J. Digit. Imaging (2022)
Keyphrases
- mammogram images
- mammographic images
- breast cancer
- digital mammograms
- digital mammography
- breast cancer diagnosis
- microcalcification clusters
- computer aided detection
- computer aided diagnosis
- low contrast
- benign and malignant
- region of interest
- image analysis
- neyman pearson
- support vector
- object detection
- feature vectors
- fractal analysis
- feature extraction
- digitized mammograms
- support vector machine
- classification accuracy
- receiver operating characteristic
- resolution enhancement
- classification method
- image classification
- decision trees
- machine learning
- multifractal analysis
- breast tissue
- roc curve
- fractal dimension
- classification algorithm
- logistic regression
- detection algorithm
- pattern recognition
- training data