The WIC Advisor: a case study in medical expert system development

E.J. Mattson, M. M. Thomas, S.A. Trenz, S.B. Cousins
{"title":"The WIC Advisor: a case study in medical expert system development","authors":"E.J. Mattson, M. M. Thomas, S.A. Trenz, S.B. Cousins","doi":"10.1109/CBMSYS.1990.109416","DOIUrl":null,"url":null,"abstract":"A case study of expert system development with untrained experts over a short period of time is discussed. The development of a working medical screening and diagnosis expert system for use at the Women, Infants, and Children (WIC) clinics in Madison County, IL is described. The system was designed and implemented over a period of four months. A large number of knowledge acquisition techniques were used, some of them customized in ways that greatly increased their effectiveness. This work explores the development of the WIC Advisor, from problem definition through expert system delivery. Important factors in the success of this expert system were the selection of a limited diagnostic domain, and the choice of multiple experts. The major benefits of the system include assisting clients between clinic visits, cataloging basic medical data, and providing consistent and verifiable information.<<ETX>>","PeriodicalId":365366,"journal":{"name":"[1990] Proceedings. Third Annual IEEE Symposium on Computer-Based Medical Systems","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1990-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"[1990] Proceedings. Third Annual IEEE Symposium on Computer-Based Medical Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CBMSYS.1990.109416","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

A case study of expert system development with untrained experts over a short period of time is discussed. The development of a working medical screening and diagnosis expert system for use at the Women, Infants, and Children (WIC) clinics in Madison County, IL is described. The system was designed and implemented over a period of four months. A large number of knowledge acquisition techniques were used, some of them customized in ways that greatly increased their effectiveness. This work explores the development of the WIC Advisor, from problem definition through expert system delivery. Important factors in the success of this expert system were the selection of a limited diagnostic domain, and the choice of multiple experts. The major benefits of the system include assisting clients between clinic visits, cataloging basic medical data, and providing consistent and verifiable information.<>
WIC顾问:医学专家系统开发的案例研究
讨论了在短时间内与未经训练的专家进行专家系统开发的案例研究。一个工作医学筛查和诊断专家系统的发展,用于妇女,婴儿和儿童(WIC)诊所在麦迪逊县,伊利诺伊州描述。该系统的设计和实施历时四个月。使用了大量的知识获取技术,其中一些技术的定制方式大大提高了其有效性。这项工作探索了WIC Advisor的开发,从问题定义到专家系统交付。该专家系统成功的重要因素是有限诊断领域的选择和多专家的选择。该系统的主要好处包括在门诊访问之间为客户提供帮助,对基本医疗数据进行编目,并提供一致和可验证的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信