Detection of Microcalcifications in Mammograms Using Support Vector Machine.
Maha A. SharkasMohamed Al-SharkawyDina Ahmed RagabPublished in: EMS (2011)
Keyphrases
- digital mammograms
- microcalcification clusters
- digitized mammograms
- support vector machine
- mammographic images
- breast cancer
- mammogram images
- detection of clustered microcalcifications
- clustered microcalcifications
- object detection
- receiver operating characteristic
- automatic detection
- detection algorithm
- detection method
- data sets
- feature selection
- training data
- support vector
- benign and malignant
- event detection
- k nearest neighbor
- svm classification
- roc analysis
- training set
- feature space
- detection accuracy
- image analysis
- logistic regression
- multi class
- anomaly detection