Semantic Classification of Diseases in Discharge Summaries Using a Context-aware Rule-based Classifier

The authors show in the paper that a simple rule-based classifier can tackle the semantic classification task more successfully than machine learning techniques, if the training data are limited and some semantic labels are very sparse.