Automatic Classification of Radiological Reports for Clinical Care.

•A system for automatic classification of chest computed tomography reports.•A hierarchical classification schema for chest computed tomography reports.•NLP techniques for annotation and classification of radiological reports.•Combination of a cascade of machine learning based classifiers and heuristic rules.•Experimental evaluation of the classification system showing good performance.