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基于原型和XML的电子健康记录系统的领域建模与应用开发。实践经验与教训

Domain Modeling and Application Development of an Archetype- and XML-based EHRS. Practical Experiences and Lessons Learnt.

作者信息

Kropf Stefan, Chalopin Claire, Lindner Dirk, Denecke Kerstin

机构信息

Stefan Kropf, Innovation Center Computer Assisted Surgery (ICCAS), Leipzig University, Semmelweisstraße 14, 04103 Leipzig, Germany, Email:

出版信息

Appl Clin Inform. 2017 Jun 28;8(2):660-679. doi: 10.4338/ACI-2017-01-RA-0009.

DOI:10.4338/ACI-2017-01-RA-0009
PMID:28657637
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6241735/
Abstract

BACKGROUND

Access to patient data within the hospital or between hospitals is still problematic since a variety of information systems is in use applying different vendor specific terminologies and underlying knowledge models. Beyond, the development of electronic health record systems (EHRSs) is time and resource consuming. Thus, there is a substantial need for a development strategy of standardized EHRSs. We are applying a reuse-oriented process model and demonstrate its feasibility and realization on a practical medical use case, which is an EHRS holding all relevant data arising in the context of treatment of tumors of the sella region. In this paper, we describe the development process and our practical experiences.

METHODS

Requirements towards the development of the EHRS were collected by interviews with a neurosurgeon and patient data analysis. For modelling of patient data, we selected openEHR as standard and exploited the software tools provided by the openEHR foundation. The patient information model forms the core of the development process, which comprises the EHR generation and the implementation of an EHRS architecture. Moreover, a reuse-oriented process model from the business domain was adapted to the development of the EHRS.

RESULTS

The reuse-oriented process model is a model for a suitable abstraction of both, modeling and development of an EHR centralized EHRS. The information modeling process resulted in 18 archetypes that were aggregated in a template and built the boilerplate of the model driven development. The EHRs and the EHRS were developed by openEHR and W3C standards, tightly supported by well-established XML techniques. The GUI of the final EHRS integrates and visualizes information from various examinations, medical reports, findings and laboratory test results.

CONCLUSION

We conclude that the development of a standardized overarching EHR and an EHRS is feasible using openEHR and W3C standards, enabling a high degree of semantic interoperability. The standardized representation visualizes data and can in this way support the decision process of clinicians.

摘要

背景

由于医院内部或医院之间使用了各种信息系统,这些系统应用了不同供应商特定的术语和基础知识模型,获取患者数据仍然存在问题。此外,电子健康记录系统(EHRS)的开发既耗时又耗资源。因此,迫切需要一种标准化EHRS的开发策略。我们正在应用一种面向重用的过程模型,并在一个实际的医学用例中展示其可行性和实现方式,该用例是一个EHRS,包含蝶鞍区肿瘤治疗过程中产生的所有相关数据。在本文中,我们描述了开发过程和实际经验。

方法

通过与神经外科医生访谈和患者数据分析收集对EHRS开发的需求。对于患者数据建模,我们选择openEHR作为标准,并利用openEHR基金会提供的软件工具。患者信息模型构成了开发过程的核心,包括电子健康记录(EHR)生成和EHRS架构的实现。此外,将业务领域的面向重用的过程模型应用于EHRS的开发。

结果

面向重用的过程模型是一种对EHR集中式EHRS的建模和开发进行适当抽象的模型。信息建模过程产生了18个原型,这些原型被汇总在一个模板中,并构建了模型驱动开发的样板。EHR和EHRS是根据openEHR和W3C标准开发的,并得到成熟的XML技术的有力支持。最终EHRS的图形用户界面集成并可视化来自各种检查、医学报告、检查结果和实验室测试结果的信息。

结论

我们得出结论,使用openEHR和W3C标准开发标准化的总体EHR和EHRS是可行的,能够实现高度的语义互操作性。标准化表示使数据可视化,并以此方式支持临床医生的决策过程。

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Methods Inf Med. 2017 May 18;56(3):230-237. doi: 10.3414/ME16-01-0073. Epub 2017 Feb 28.
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Integrating cancer genomic data into electronic health records.将癌症基因组数据整合到电子健康记录中。
Genome Med. 2016 Oct 26;8(1):113. doi: 10.1186/s13073-016-0371-3.
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Template and Model Driven Development of Standardized Electronic Health Records.标准化电子健康记录的模板与模型驱动开发
Stud Health Technol Inform. 2015;216:30-4.
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An Information Paradigm Shift is Required to Realize EHR Benefits.要实现电子健康记录的益处,需要进行信息范式转变。
Stud Health Technol Inform. 2015;216:26-9.
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Archetype-based data warehouse environment to enable the reuse of electronic health record data.基于原型的数据仓库环境,以实现电子健康记录数据的重用。
Int J Med Inform. 2015 Sep;84(9):702-14. doi: 10.1016/j.ijmedinf.2015.05.016. Epub 2015 Jun 1.
6
Does single-source create an added value? Evaluating the impact of introducing x4T into the clinical routine on workflow modifications, data quality and cost-benefit.单源是否能创造附加值?评估将x4T引入临床常规操作对工作流程修改、数据质量和成本效益的影响。
Int J Med Inform. 2014 Dec;83(12):915-28. doi: 10.1016/j.ijmedinf.2014.08.007. Epub 2014 Aug 29.
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A review of analytics and clinical informatics in health care.医疗保健领域的分析与临床信息学综述。
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The single source architecture x4T to connect medical documentation and clinical research.用于连接医学文档和临床研究的单源架构x4T。
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