Classification of mammographic lesions into BI-RADS shape categories using the beamlet transform.
Mehul P. SampatAlan Conrad BovikMia K. MarkeyPublished in: Medical Imaging: Image Processing (2005)
Keyphrases
- computer aided detection
- computer aided diagnosis
- image analysis
- decision trees
- pattern recognition
- feature vectors
- classification accuracy
- breast cancer
- support vector machine svm
- support vector machine
- digital mammograms
- text classification
- machine learning
- automatically classify
- medical images
- shape classification
- breast tissue
- shape descriptors
- business intelligence
- image classification
- supervised learning
- feature space
- multiscale
- feature extraction
- feature selection