临床决策支持的智能多agent系统

IF 2.6 3区数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS

Journal of Systems Science & Complexity Pub Date : 2008-11-08 DOI:10.1109/CANS.2008.28

G. Czibula, I. Czibula, G. Cojocar, A. Guran

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引用次数: 14

摘要

临床决策支持系统是临床知识管理技术领域的重要组成部分，是一种交互式计算机程序，旨在帮助医生和其他卫生专业人员进行决策任务。目前，面向智能体的技术是分析、设计和构建复杂软件系统的重要新手段。本文提出了一个智能多智能体系统，命名为IMASC，用于协助医生进行决策任务。我们已经实施了建议的辅助医生诊断心脏病的系统。本文还报道了该系统的性能以及与其他类似方法的比较。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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IMASC - An Intelligent MultiAgent System for Clinical Decision Support

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.

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来源期刊

Journal of Systems Science & Complexity 数学-数学跨学科应用

CiteScore

3.80

自引率

9.50%

发文量

审稿时长

6-12 weeks

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.