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SMART: a service-oriented architecture for monitoring and assessing Brazil’s Telehealth outcomes

机译:SMART:一种面向服务的体系结构,用于监视和评估巴西的远程医疗成果

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Introduction Brazilian Telehealth Program was instituted by the Ministry of Health in 2007. Its initial structure was composed by nine telehealth centers administered by public higher education institutions. No standards, processes, applications or quality indicators had been defined since its creation. All this, combined with the decentralization of the centers, led each one of them to develop their own system, with different programming languages and architectures. The lack of regulation and integration of the information with the Ministry of Health made it difficult to evaluate the program. In this context, this paper describes the specification, implementation and validation of an architecture, entitled SMART, to integrate the various telehealth platforms developed by the centers. Such architecture aims to standardize information so that the Ministry of Health can monitor and evaluate the results of Telehealth actions. Methods SMART’s architecture consists of four main components: a web tool for data manipulation; a web service to receive the center’s production data; a component responsible for converting the received data into decision support data; and a component that collects data from external sources to compose the data warehouse. Results The architecture was validated with performance tests, which were executed under extreme workloads. The results of the experiments were summarized in order to attest SMART’s effectiveness. Conclusion The analysis of the results obtained on real data shows that the project’s performance remained stable under the workloads and its high quality was proven due to the absence of errors during the experiments.
机译:简介巴西远程医疗计划是由卫生部于2007年制定的。其初始结构由9个由公共高等教育机构管理的远程医疗中心组成。自创建以来,尚未定义任何标准,流程,应用程序或质量指标。所有这些,再加上中心的分散化,导致每个中心都开发自己的系统,并使用不同的编程语言和体系结构。卫生部门缺乏监管和信息整合,因此难以评估该计划。在这种情况下,本文描述了名为SMART的体系结构的规范,实现和验证,以集成各中心开发的各种远程医疗平台。这种架构旨在使信息标准化,以便卫生部可以监视和评估远程医疗行动的结果。方法SMART的体系结构由四个主要组件组成:用于数据处理的Web工具;接收中心生产数据的网络服务;负责将接收到的数据转换为决策支持数据的组件;组件从外部来源收集数据以组成数据仓库。结果通过性能测试验证了该体系结构,该性能测试是在极端工作负载下执行的。总结了实验结果,以证明SMART的有效性。结论对真实数据结果的分析表明,该项目的性能在工作负荷下保持稳定,并且由于在实验过程中没有错误,因此证明了该项目的高质量。

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