Automated annotation and classification of BI-RADS assessment from radiology reports.
Sergio M. CastroEugene TseytlinOlga MedvedevaKevin J. MitchellShyam VisweswaranTanja BekhuisRebecca S. JacobsonPublished in: J. Biomed. Informatics (2017)
Keyphrases
- classification accuracy
- pattern recognition
- business intelligence
- image classification
- machine learning
- pattern classification
- classification systems
- classification scheme
- automatic classification
- support vector machine
- decision trees
- classification method
- text classification
- model selection
- supervised classification
- communication systems
- classification models
- decision rules
- feature selection
- benchmark datasets
- support vector machine svm
- feature space
- class labels
- recognition rate
- machine learning methods
- medical images
- feature set
- supervised learning
- feature vectors
- training set
- training data
- classification process