Automatic methods to extract New York heart association classification from clinical notes.
Rui ZhangSisi MaLiesa ShanahanJessica MunroeSarah HornStuart M. SpeediePublished in: BIBM (2017)
Keyphrases
- benchmark datasets
- preprocessing
- classification systems
- machine learning methods
- classification method
- accurate classification
- pattern recognition
- classification models
- feature vectors
- statistical classification
- classification accuracy
- empirical studies
- support vector machine svm
- robust classification
- automatic classification
- neural networks and support vector machines
- higher classification accuracy
- automatically classify
- machine learning
- benchmark data sets
- cross validation
- machine learning algorithms
- image classification
- nearest neighbor
- significant improvement
- support vector
- decision trees