{"title":"IMASC - An Intelligent MultiAgent System for Clinical Decision Support","authors":"G. Czibula, I. Czibula, G. Cojocar, A. Guran","doi":"10.1109/CANS.2008.28","DOIUrl":null,"url":null,"abstract":"Clinical decision support systems form a significant part of the field of clinical knowledge management technologies, being interactive computer programs, which are designed to assist physicians and other health professionals with decision making tasks. Nowadays, agent oriented techniques are important new means in analyzing, designing and building complex software systems. We propose in this paper an intelligent multiagent system, named IMASC, for assisting physicians in their decision making tasks. We have implemented the proposed system for assisting physicians in diagnosing the heart disease. The performance of our system and comparisons with other similar approaches are also reported.","PeriodicalId":50026,"journal":{"name":"Journal of Systems Science & Complexity","volume":"85 1","pages":"185-190"},"PeriodicalIF":2.6000,"publicationDate":"2008-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"14","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Systems Science & Complexity","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1109/CANS.2008.28","RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 14
Abstract
Clinical decision support systems form a significant part of the field of clinical knowledge management technologies, being interactive computer programs, which are designed to assist physicians and other health professionals with decision making tasks. Nowadays, agent oriented techniques are important new means in analyzing, designing and building complex software systems. We propose in this paper an intelligent multiagent system, named IMASC, for assisting physicians in their decision making tasks. We have implemented the proposed system for assisting physicians in diagnosing the heart disease. The performance of our system and comparisons with other similar approaches are also reported.
期刊介绍：
The Journal of Systems Science and Complexity is dedicated to publishing high quality papers on mathematical theories, methodologies, and applications of systems science and complexity science. It encourages fundamental research into complex systems and complexity and fosters cross-disciplinary approaches to elucidate the common mathematical methods that arise in natural, artificial, and social systems. Topics covered are:
complex systems,
systems control,
operations research for complex systems,
economic and financial systems analysis,
statistics and data science,
computer mathematics,
systems security, coding theory and crypto-systems,
other topics related to systems science.
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