Application of Modular Architectures in the Medical Domain - a Scoping Review.

IF 3.5 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES
Franziska Bathelt, Stephan Lorenz, Jens Weidner, Martin Sedlmayr, Ines Reinecke
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引用次数: 0

Abstract

The healthcare sector is notable for its reliance on discrete, self-contained information systems, which are often characterised by the presence of disparate data silos. The growing demands for documentation, quality assurance, and secondary use of medical data for research purposes has underscored the necessity for solutions that are more flexible, straightforward to maintain and interoperable. In this context, modular systems have the potential to act as a catalyst for change, offering the capacity to encapsulate and combine functionalities in an adaptable manner. The objective of this scoping review is to determine the extent to which modular systems are employed in the medical field. The review will provide a detailed overview of the effectiveness of service-oriented or microservice architectures, the challenges that should be addressed during implementation, and the lessons that can be learned from countries with productive use of such modular architectures. The review shows a rise in the use of microservices, indicating a shift towards encapsulated autonomous functions. The implementation should use HL7 FHIR as communication standard, deploy RESTful interfaces and standard protocols for technical data exchange, and apply HIPAA security rule for security purposes. User involvement is essential, as is integrating services into existing workflows. Modular architectures can facilitate flexibility and scalability. However, there are well-documented performance issues associated with microservice architectures, namely a high communication demand. One potential solution to this problem may be to integrate modular architectures into a cloud computing environment, which would require further investigation.

模块化架构在医学领域的应用——范围综述。
医疗保健行业以其对离散的、自包含的信息系统的依赖而闻名,这些信息系统的特点往往是存在不同的数据孤岛。对文档、质量保证和医疗数据用于研究目的的二次使用的需求日益增长,这凸显了更灵活、易于维护和可互操作的解决方案的必要性。在这种情况下,模块化系统具有作为变革催化剂的潜力,提供了以适应性方式封装和组合功能的能力。这个范围审查的目的是确定模块化系统在医疗领域的应用程度。该审查将详细概述面向服务或微服务架构的有效性,在实施过程中应解决的挑战,以及可以从有效使用此类模块化架构的国家吸取的经验教训。回顾显示微服务的使用在增加,这表明了向封装自治功能的转变。实现应使用HL7 FHIR作为通信标准,部署RESTful接口和标准协议用于技术数据交换,并应用HIPAA安全规则用于安全目的。用户参与至关重要,将服务集成到现有工作流中也是如此。模块化架构可以促进灵活性和可伸缩性。然而,与微服务架构相关的性能问题有充分的记录,即高通信需求。这个问题的一个潜在解决方案可能是将模块化体系结构集成到云计算环境中,这需要进一步的研究。
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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来源期刊
Journal of Medical Systems
Journal of Medical Systems 医学-卫生保健
CiteScore
11.60
自引率
1.90%
发文量
83
审稿时长
4.8 months
期刊介绍: Journal of Medical Systems provides a forum for the presentation and discussion of the increasingly extensive applications of new systems techniques and methods in hospital clinic and physician''s office administration; pathology radiology and pharmaceutical delivery systems; medical records storage and retrieval; and ancillary patient-support systems. The journal publishes informative articles essays and studies across the entire scale of medical systems from large hospital programs to novel small-scale medical services. Education is an integral part of this amalgamation of sciences and selected articles are published in this area. Since existing medical systems are constantly being modified to fit particular circumstances and to solve specific problems the journal includes a special section devoted to status reports on current installations.
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