Microcalcification detection system in digital mammogram using two-layer SVM.
Sunil ChoSung Ho JinJu Won KwonYong Man RoSung-Min KimPublished in: Image Processing: Algorithms and Systems (2008)
Keyphrases
- digital mammography
- digital mammograms
- support vector
- support vector machine svm
- false alarms
- automatic detection
- breast cancer
- detection algorithm
- detection accuracy
- false positives
- multi class classification
- detection rate
- mammographic images
- support vector machine
- feature vectors
- machine learning
- anomaly detection
- kernel function
- data sets
- object detection
- classification algorithm
- knn
- generalization ability
- multi layer
- breast cancer diagnosis
- loss function
- single layer
- svm classifier
- detection method
- medical images
- feature space
- training data
- learning algorithm
- neural network