The Automated Learning of Deep Features for Breast Mass Classification from Mammograms.
Neeraj DhungelGustavo CarneiroAndrew P. BradleyPublished in: MICCAI (2) (2016)
Keyphrases
- mammogram images
- feature extraction
- supervised learning
- classification accuracy
- digitized mammograms
- prior knowledge
- feature vectors
- learning algorithm
- incremental learning
- feature space
- unsupervised learning
- learning process
- feature set
- reinforcement learning
- feature construction
- unsupervised feature learning
- svm classifier
- breast cancer
- learning phase
- classification process
- deep learning
- machine learning
- pattern recognition
- automated classification
- digital mammograms
- supervised learning algorithms
- feature values
- visual object recognition
- feature representation
- classification models
- learning tasks
- computer aided
- benchmark datasets
- support vector machine
- active learning
- training data
- feature selection
- digital mammography
- histogram intersection kernel
- mammographic images
- computer aided detection
- classification method
- classification algorithm
- image classification
- semi supervised