Expert identification of visual primitives used by CNNs during mammogram classification.
Jimmy WuDiondra PeckScott HsiehVandana DialaniConstance D. LehmanBolei ZhouVasilis SyrgkanisLester W. MackeyGenevieve PattersonPublished in: Medical Imaging: Computer-Aided Diagnosis (2018)
Keyphrases
- classification accuracy
- low level
- classification systems
- pattern recognition
- automatic classification
- image classification
- visual information
- decision trees
- feature space
- high level
- machine learning
- feature vectors
- classification scheme
- classification algorithm
- support vector machine svm
- support vector machine
- classification method
- training set
- feature set
- model selection
- building blocks
- training samples
- machine learning algorithms
- benchmark datasets
- feature extraction
- pattern classification
- preprocessing
- domain knowledge