Automated UML-based Formal Model of E-Health System

Marrium Khalid, Hamra Afzaal, Shoaib Hassan, N. Zafar, Saba Latif, Aniqa Rehman
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引用次数: 4

Abstract

The E-Health is a central part of monitoring and managing patient's health electronically at hospital. The existing patient treatment systems works manually because of ambiguities and limitations of semiformal techniques. Therefore, formal model of Patient Treatment System (PTS) as e-health is presented in this work with automation because it is difficult to provide correctness of a proposed model at modeling phase. In E-health system, the doctor scans the patient RFID tag for viewing and entering information in system, diagnosing, giving medicine and test prescription of patient. Further, doctor can view the current location of the patient through RFID number. Firstly, we have developed a semiformal model of the system using Unified Modeling Language (UML) because UML depicts better system design understandability. We have proposed an automated model using Non-Deterministic Automata (NFA) for describing system working in the form of states and transitions. Further, a formal model is developed in Vienna Development Method (VDM-SL) based on discrete mathematical concepts. Formal methods are used in this work to confirm robustness, accuracy and efficiency of the E-health system. The developed formal model is verified by VDM-SL toolbox. Further the maintenance and testing cost is reduced using automata and RFID based E-health system.
基于uml的电子卫生系统形式化自动模型
电子保健是医院电子化监测和管理病人健康的核心部分。由于半正式技术的模糊性和局限性,现有的患者治疗系统手动工作。因此,由于在建模阶段很难提供所建议模型的正确性,因此,在这项工作中,将患者治疗系统(PTS)作为电子卫生的正式模型与自动化一起提出。在电子医疗系统中,医生扫描患者的RFID标签,在系统中查看和输入信息,对患者进行诊断、开药和验药。此外,医生可以通过RFID号码查看患者的当前位置。首先,我们使用统一建模语言(UML)开发了系统的半形式化模型,因为UML描述了更好的系统设计可理解性。我们提出了一个使用非确定性自动机(NFA)来描述以状态和转换形式工作的系统的自动化模型。在此基础上,采用维也纳开发方法(VDM-SL)建立了基于离散数学概念的形式化模型。本文采用形式化方法验证了电子卫生系统的鲁棒性、准确性和效率。通过VDM-SL工具箱对所建立的形式化模型进行了验证。此外,利用自动机和基于RFID的电子医疗系统降低了维护和测试成本。
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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