Computerized classification of microcalcifications on mammograms using fuzzy logic and genetic algorithm.
Yongbum LeeDu-Yih TsaiPublished in: Medical Imaging: Image Processing (2004)
Keyphrases
- genetic algorithm
- digitized mammograms
- digital mammograms
- microcalcification clusters
- breast cancer
- mammographic images
- clustered microcalcifications
- pattern recognition
- decision trees
- classification scheme
- feature selection
- classification models
- mammogram images
- pattern classification
- supervised learning
- multi class
- training set
- support vector
- image classification
- classification process
- classification method
- neural network
- support vector machine svm
- preprocessing
- feature extraction
- fitness function
- early detection of breast cancer
- detection of clustered microcalcifications
- automatic classification
- computer aided
- classification rules
- logistic regression
- model selection
- support vector machine
- artificial neural networks
- machine learning