Classification of the Diagnosis of Diabetes based on Mixture of Expert Model

摘要: Diabetes is a chronic disease that requires continuous medical care and patient-self management education to prevent acute complications reduce the risk of long-term complications. The worldwide prevalence incidence diabetes mellitus are reached epidemic proportions in most populations. Early detection could help its onset by taking appropriate preventive measures managing lifestyle. major objective this research develop an automated decision support system for using mixture experts model. performance classification ∙제1저자: 이홍기 ∙교신저자: 명성민 ∙투고일 : 2014. 10. 13. 심사일 11. 3, 게재확정일: * 중원대학교 경영학과(Department Management, Jungwon University) ** 의료정보행정학과(Department Medical Information Administration, ※ 이 논문은 교내학술연구비 지원에 의한 것임 150 Journal Korea Society Computer November 2014 algorithms was compared on Pima Indians dataset. result study demonstrated expert model achieved diagnostic accuracies were higher than other systems. ▸