A support vector machine approach for detection of microcalcifications in mammograms.
Issam El-NaqaYongyi YangMiles N. WernickNikolas P. GalatsanosRobert M. NishikawaPublished in: ICIP (2) (2002)
Keyphrases
- digital mammograms
- digitized mammograms
- microcalcification clusters
- support vector machine
- breast cancer
- mammographic images
- detection of clustered microcalcifications
- clustered microcalcifications
- mammogram images
- receiver operating characteristic
- false positives
- svm classifier
- detection method
- benign and malignant
- false alarms
- support vector machine svm
- detection accuracy
- automatic detection
- detection rate
- event detection
- multi class
- detection algorithm
- feature vectors
- logistic regression
- learning algorithm
- machine learning
- object detection
- data sets
- feature selection