案例经理:在基于FHIR的分布式推理环境中控制知识源激活的代理人
Giordano Lanzola1, Francesca Polce1, Enea Parimbelli1
1Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.
Applied clinical informatics
|June 20, 2023
概括
为癌症患者的指导和临床决策支持,开发了一种多代理系统. 一个案例经理组件有效地协调了代理人,确保及时的信息共享和系统激活,以改善医疗保健服务.
科学领域:
- * 计算机科学 计算机科学
- * 医疗信息学 医疗信息学
- * 人工智能 * 人工智能
背景情况:
- * 在CAPABLE项目中开发分布式多代理系统.
- * 基于指导方针的系统,旨在为癌症患者提供指导和临床决策支持.
研究的目的:
- * 在分布式系统中协调多个代理人的活动.
- * 在共享黑板上输入新数据时实施即时代理通知.
- * 确保使用HL7-FHIR的代理之间的语义互操作性.
主要方法:
- *使用健康7级快速医疗互操作资源 (HL7-FHIR) 标准建模的通信需求.
- *定义了根植于FHIR搜索的语法,用于在系统黑板上监控条件.
- * 实施案例经理 (CM) 作为代理活动的编排者.
主要成果:
- * 代理人动态向CM报告监测的情况.
- *CM有效地通知代理人在发生利益状况时.
- *使用模拟的临床场景验证的功能.
结论:
- *案例经理对于协调多代理系统至关重要.
- * 拟议的架构有助于将传统服务整合到远程医疗框架中.
- * 架构使应用程序在各种临床环境中可重复使用.
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