Browse > Article
http://dx.doi.org/10.9708/jksci.2014.19.5.011

Developing an Intelligent Self-Health Pre-Diagnosing System based on ART2  

Kim, Kwang-Baek (Dept. of Computer Engineering, Silla University)
Publication Information
Journal of the Korea Society of Computer and Information / v.19, no.5, 2014 , pp. 11-18 More about this Journal
Abstract
In this paper, we propose a self-diagnosis system that is based on the ART2 algorithm in order to extract more detailed disease information by fuzzy reasoning method especially when the boundary of perceived symptoms are not clearly classified into disease categories. With that modification from previous version of the self health pre-diagnosis system, the proposed one is verified as more effective by field experts' evaluation as an intelligent assistant tool for public users before they consult with medical experts.
Keywords
ART2 algorithm; Disease; Symptoms; Fuzzy reasoning method;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 D. L. Berry, L. J. Trigg, W. B. Lober, B. T. Karras, M. L. Galligan, M. Austin-Seymour and S. Martin, "Computerized Symptom and Quality-of-Life Assessment for Patients With Cancer Part I: Development and Pilot Testing," Oncology nursing forum, Vol.31, No.5, pp.75-83, May, 2004.
2 http://kostat.go.kr/kssc/main/MainAction.do?method=sub&catgrp=kssc&catid1=kssc03
3 K. B. Kim, Y. W. Woo, "Self Health Diagnosis System of Oriental Medicine Using Enhanced Fuzzy ART Algorithm," Journal of The Korea Society of Computer and Information, Vol.15, No.2, pp.27-34, February, 2010.   과학기술학회마을   DOI   ScienceOn
4 Mullen K. H. Berry D. L., and Zierler B. K., "Computerized symptom and quality-of-life assessment for patients with cancer part II acceptability and suability," Oncology nursing forum, Vol. 31, No. 5, pp.84-89, May, 2004.   DOI   ScienceOn
5 http://blog.naver.com/PostView.nhn?blogId=chayyim7&logNo=110073558576
6 Carpenter and Grossberg, "ART2: Stable Selforganization of Pattern Recognition codes for Analog Input Patterns," Applied Optics, Vol.26, Issue 23, pp.4919-4930, December, 1987.   DOI   ScienceOn
7 S. Y. Park, J. H. Cho and K. B. Kim, "Intelligent Self Health Diagnosis Using ART2 Algorithm," Proceedings of KMMS Fall Conference, October, pp.11-14, 2007.
8 A. G. Karegowda, A. S. Manjunath, and M. A. Jayaram, "Application of genetic algorithm optimized neural network connection weights for medical diagnosis of pima, Indians diabetes," International Journal on Soft Computing, Vol.2, No.2, pp.15-23, May, 2011.   DOI
9 M. Fathi-Torbaghan, and D. Meyer, "MEDUSA: a fuzzy expert system for medical diagnosis of acute abdominal pain," Methods of information in medicine Vol.33, No.5, pp.522-529, May, 1994.