Breast Lesion Classification using Radiomics-derived Regions of Interest on Mammograms.
Shubham Arun GujarXiaomeng LeiSteven Y. CenDarryl H. HwangBino A. VarghesePublished in: SIPAIM (2023)
Keyphrases
- breast tissue
- digital mammograms
- breast cancer
- digitized mammograms
- breast cancer diagnosis
- mammographic images
- classification accuracy
- mammogram images
- automatic classification
- benign and malignant
- computer aided detection
- discriminating power
- computer aided diagnosis
- support vector
- classification algorithm
- machine learning
- feature extraction
- pattern recognition
- data sets
- class labels
- tissue classification
- feature selection
- lung nodules
- decision trees
- feature space
- classification models
- support vector machine
- region of interest
- image classification
- classification method
- lesion detection
- microcalcification clusters
- quantitative evaluation
- classification scheme
- pattern classification
- supervised learning
- multi class
- learning algorithm
- neural network