Thiess Henrik, Del Fiol Guilherme, Malone Daniel C, Cornia Ryan, Sibilla Max, Rhodes Bryn, Boyce Richard D, Kawamoto Kensaku, Reese Thomas
University of Heidelberg, Germany.
University of Utah, Department of Biomedical Informatics, United States.
Int J Med Inform. 2022 Mar 21;162:104749. doi: 10.1016/j.ijmedinf.2022.104749.
Despite advances in interoperability standards, it remains challenging and often costly to share clinical decision support (CDS) across healthcare organizations. This is due in part to limited coordination among CDS components. To improve coordination of CDS components, Health Level 7 (HL7) has developed a suite of interoperability standards with Fast Health Interoperability Resources (FHIR) specification as a common information model. Evidence is needed to determine the feasibility of implementing these CDS components; therefore, the objective of this study was to investigate the coordination of emerging HL7 standards with modular CDS architecture components.
We used a modular, standards-based architecture consisting of four components: data, logic, services, and applications. The implementation use-case was an application to support shared decision making in the context of drug-drug interactions (DDInteract).
DDInteract uses FHIR as the data representation model, Clinical Quality Language for logic representation, CDS Hooks for the services layer, and Substitutable Medical Apps Reusable Technologies for application integration. DDInteract was first implemented in a sandbox environment and then in an electronic health record (Epic®) test environment. DDInteract can be integrated in clinical workflows through on-demand access from a menu or through CDS Hooks upon opening a patient's record or placing a medication order.
In the context of drug interactions, DDInteract is the first application to leverage a full stack of emerging interoperability standards for each component of modular CDS architecture. The demonstrated feasibility of interoperable components can be generalized to other modular CDS applications.
尽管互操作性标准取得了进展,但在医疗保健组织之间共享临床决策支持(CDS)仍然具有挑战性,而且成本往往很高。这部分是由于CDS组件之间的协调有限。为了改善CDS组件的协调,卫生信息标准组织(HL7)已经开发了一套互操作性标准,以快速医疗互操作性资源(FHIR)规范作为通用信息模型。需要证据来确定实施这些CDS组件的可行性;因此,本研究的目的是调查新兴的HL7标准与模块化CDS架构组件之间的协调性。
我们使用了一种基于标准的模块化架构,由四个组件组成:数据、逻辑、服务和应用程序。实施用例是一个在药物相互作用(DDInteract)背景下支持共享决策的应用程序。
DDInteract使用FHIR作为数据表示模型,使用临床质量语言进行逻辑表示,使用CDS Hooks作为服务层,使用可替代医疗应用程序可重用技术进行应用程序集成。DDInteract首先在沙盒环境中实施,然后在电子健康记录(Epic®)测试环境中实施。DDInteract可以通过菜单按需访问或在打开患者记录或下达用药医嘱时通过CDS Hooks集成到临床工作流程中。
在药物相互作用的背景下,DDInteract是第一个为模块化CDS架构的每个组件利用一整套新兴互操作性标准的应用程序。已证明的可互操作组件的可行性可以推广到其他模块化CDS应用程序。