Ontology-supported processing of clinical text using medical knowledge integration for multi-label classification of diagnosis coding

Details Ontology-supported processing of clinical text using medical knowledge integration for multi-label classification of diagnosis coding Ontology-supported processing of clinical text using medical knowledge integration for multi-label classification of diagnosis coding

2010-04-08

arxiv.org/abs/1004.1230v1

IJCSIS, Vol. 7 No. 3, March 2010,

Computer Science

Learning

IEEE Publication format, ISSN 1947 5500, http://sites.google.com/site/ijcsis/

Scientific paper

This paper discusses the knowledge integration of clinical information extracted from distributed medical ontology in order to ameliorate a machine learning-based multi-label coding assignment system. The proposed approach is implemented using a decision tree based cascade hierarchical technique on the university hospital data for patients with Coronary Heart Disease (CHD). The preliminary results obtained show a satisfactory finding.

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