Detection of Microcalcifications in Mammographies Based on Linear Pixel Prediction and Support-Vector Machines.
Francisco Martínez-ÁlvarezAlicia Troncoso LoraJosé Cristóbal Riquelme SantosJesús S. Aguilar-RuizPublished in: CBMS (2007)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- digital mammograms
- microcalcification clusters
- prediction accuracy
- false alarms
- prediction algorithm
- detection rate
- false positives
- breast cancer
- automatic detection
- prediction model
- generalization ability
- classification accuracy
- object detection
- linear prediction
- detection algorithm
- digitized mammograms
- cross validation
- svm classifier
- detection method
- prediction error
- ls svm
- image pixels
- support vector regression
- mammographic images
- moving objects
- closed form
- intensity histogram
- feature extraction