Automatic detection of breast cancers in mammograms using structured support vector machines.
Defeng WangLin ShiPheng-Ann HengPublished in: Neurocomputing (2009)
Keyphrases
- automatic detection
- breast cancer
- support vector
- breast tissue
- logistic regression
- computer aided diagnosis
- mammogram images
- cancer treatment
- large margin classifiers
- learning machines
- mammographic images
- early detection of breast cancer
- digital mammograms
- benign and malignant
- dce mri
- digitized mammograms
- pectoral muscle
- automatically detecting
- early detection
- kernel function
- lymph nodes
- maximum margin
- breast mri
- small bowel
- feature ranking
- support vector machine
- feature selection