Expert identification of visual primitives used by CNNs during mammogram classification.
Jimmy WuDiondra PeckScott HsiehVandana DialaniConstance D. LehmanBolei ZhouVasilis SyrgkanisLester W. MackeyGenevieve PattersonPublished in: CoRR (2018)
Keyphrases
- domain knowledge
- pattern recognition
- automatic classification
- low level
- classification accuracy
- feature extraction
- machine learning
- classification models
- pattern classification
- classification method
- text classification
- digital mammograms
- classification systems
- image classification
- decision trees
- neural network
- classification process
- visual features
- class labels
- feature vectors
- visual information
- machine learning methods
- computer aided diagnosis
- classification scheme
- computer aided
- face recognition
- support vector
- preprocessing
- unsupervised learning
- model selection