Computer aided diagnosis in digital mammography using combined support vector machine and linear discriminant analyasis classification.
Mohamed A. AlolfeWael A. MohamedAbou Bakr M. YoussefAhmed S. MohamedYasser M. KadahPublished in: ICIP (2009)
Keyphrases
- computer aided diagnosis
- digital mammography
- support vector machine
- lung nodules
- digital mammograms
- linear discriminant
- computer aided
- medical images
- breast cancer
- lesion detection
- svm classifier
- medical imaging
- support vector
- image analysis
- classification accuracy
- feature vectors
- support vector machine svm
- feature space
- cad systems
- feature selection
- multi class
- training set
- pattern recognition
- k nearest neighbor
- classification algorithm
- machine learning
- text classification
- feature extraction
- data sets
- linear discriminant analysis
- maximum margin
- dimensionality reduction
- image processing
- high resolution computed tomography
- class labels
- pattern classification
- discriminant function
- feature set
- text mining