Hybrid unsupervised-supervised approach for computerized classification of malignant and benign masses on mammograms.
Lubomir M. HadjiiskiBerkman SahinerHeang-Ping ChanNicholas PetrickMark A. HelviePublished in: Medical Imaging: Image Processing (1999)
Keyphrases
- supervised learning
- unsupervised learning
- supervised classification
- mammogram images
- unsupervised methods
- semi supervised
- machine learning
- support vector
- feature selection
- computer aided diagnosis
- feature space
- classification accuracy
- breast cancer
- automatic classification
- training data
- pattern recognition
- preprocessing
- unsupervised classification
- unsupervised clustering
- unsupervised feature selection
- restricted boltzmann machine
- class labels
- supervised classifiers
- data sets
- pattern classification
- learning algorithm
- image classification
- support vector machine
- feature vectors
- feature extraction
- classification method
- classification algorithm
- decision trees
- machine learning algorithms
- supervised training
- digital mammograms
- face recognition