@article{(Open Science Index):https://publications.waset.org/pdf/16165, title = {Designing Ontology-Based Knowledge Integration for Preprocessing of Medical Data in Enhancing a Machine Learning System for Coding Assignment of a Multi-Label Medical Text}, author = {Phanu Waraporn}, country = {}, institution = {}, abstract = {This paper discusses the designing of knowledge integration of clinical information extracted from distributed medical ontologies in order to ameliorate a machine learning-based multilabel coding assignment system. The proposed approach is implemented using a decision tree technique of the machine learning on the university hospital data for patients with Coronary Heart Disease (CHD). The preliminary results obtained show a satisfactory finding that the use of medical ontologies improves the overall system performance. }, journal = {International Journal of Computer and Information Engineering}, volume = {7}, number = {8}, year = {2013}, pages = {1110 - 1112}, ee = {https://publications.waset.org/pdf/16165}, url = {https://publications.waset.org/vol/80}, bibsource = {https://publications.waset.org/}, issn = {eISSN: 1307-6892}, publisher = {World Academy of Science, Engineering and Technology}, index = {Open Science Index 80, 2013}, }