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http://dx.doi.org/10.9708/jksci.2010.15.2.027

Self Health Diagnosis System of Oriental Medicine Using Enhanced Fuzzy ART Algorithm  

Kim, Kwang-Baek (신라대학교 컴퓨터정보공학부)
Woo, Young-Woon (동의대학교 멀티미디어공학과)
Publication Information
Journal of the Korea Society of Computer and Information / v.15, no.2, 2010 , pp. 27-34 More about this Journal
Abstract
Recently, lots of internet service companies provide on-line health diagnosis systems. But general persons not having expert knowledge are difficult to use, because most of the health diagnosis systems present prescriptions or dietetic treatments for diseases based on western medicine. In this paper, a self health diagnosis system of oriental medicine coinciding with physical characteristics of Korean using fuzzy ART algorithm, is proposed. In the proposed system, three high rank of diseases having high similarity values are derived by comparing symptoms presented by a user with learned symptoms of specific diseases based on treatment records using neural networks. And also the proposed system shows overall symptoms and folk remedies for the three high rank of diseases. Database on diseases and symptoms is built by several oriental medicine books and then verified by a medical specialist of oriental medicine. The proposed self health diagnosis system of oriental medicine showed better performance than conventional health diagnosis systems by means of learning diseases and symptoms using treatment records.
Keywords
Self Health Diagnosis; Oriental Medicine; Fuzzy ART; On-line;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 K. B. Kim, S. Kim, K. B. Sim, "Nucleus Classification and Recognition of Uterine Cervcal Pap-Smears Using Fuzzy ART Algorithm," Lecture Notes in Comtuter Science, LNCS 4247, Springer, pp. 560-567, 2006.
2 이철호, "CHINESE MEDICINE 한방의학백과," 민중서관, 1999년
3 http://www.hurimhong.pe.kr
4 http://www.healthkorea.net
5 한광택, 김형천, 고재영, 이철원, "Fuzzy ART를 이용한 실시간 침입탐지," 한국정보과학회 가을학술발표논문집, 제 28권, 제 2호, 640-642쪽, 2001년 10월.
6 김광백, 우영운, 김주성, "개선된 ART2 알고리즘을 이용한 자가 질병 진단 시스템," 한국해양정보통신학회논문지, 제 11권, 제 11호, 2150-2157쪽, 2007년 11월.   과학기술학회마을
7 황병주, 전봉기, 김광백, 우영운, 김치용, "신경망 기법을 이용한 한방 홈 메디컬 시스템," 디지털엔터테인먼트학회 추계학술발표 논문집, 77-81쪽, 2007년 11월.
8 조규철, 마용범, 이종식, "GPCR 분류에서 ART1 군집화를 위한 퍼지기반 임계값 제어 기법," 한국컴퓨터정보학회논문지, 제 12권, 제6호, 167-175쪽, 2007년 12월.   과학기술학회마을
9 이성준, "炳症으로보는 東醫寶鑑," 오비기획, 2004년
10 김영섭, "(허준) 동의보감", 솔빛 출판사, 2003년
11 박성열, 김성훈, 김광백, " ART2 알고리즘에서의 경계 변수 설정 방법," 한국컴퓨터정보학회지, 제 16권, 제 2호, 31-34쪽, 2008년
12 의학교육 연수원 편저, "家庭醫學(가정의를 위한 진료지침)," 서울대학교, 1993.