Using Arden Syntax for the creation of a multi-patient surveillance dashboard

被引:6
|
作者
Kraus, Stefan [1 ,2 ]
Drescher, Caroline [2 ]
Sedlmayr, Martin [2 ]
Castellanos, Ixchel [3 ]
Prokosch, Hans-Ulrich [1 ,2 ]
Toddenroth, Dennis [2 ]
机构
[1] Univ Hosp Erlangen, Ctr Commun & Informat Technol, Gluckstr 11, D-91054 Erlangen, Germany
[2] Friedrich Alexander Univ Erlangen Nuremberg, Dept Med Informat Biometr & Epidemiol, Chair Med Informat, Wetterkreuz 13, D-91058 Erlangen, Germany
[3] Univ Hosp Erlangen, Dept Anaesthesiol, Krankenhausstr 12, D-91054 Erlangen, Germany
关键词
Arden Syntax; Medical Logic Modules; Multi-patient clinical decision support; Surveillance dashboard; CLINICAL DECISION-SUPPORT; DIGITAL DASHBOARD; VISUAL ANALYTICS; INFORMATION; IMPLEMENTATION; SYSTEMS; DESIGN;
D O I
10.1016/j.artmed.2015.09.009
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Objective: Most practically deployed Arden-Syntax-based clinical decision support (CDS) modules process data from individual patients. The specification of Arden Syntax, however, would in principle also support multi-patient CDS. The patient data management system (PDMS) at our local intensive care units does not natively support patient overviews from customizable CDS routines, but local physicians indicated a demand for multi-patient tabular overviews of important clinical parameters such as key laboratory measurements. As our PDMS installation provides Arden Syntax support, we set out to explore the capability of Arden Syntax for multi-patient CDS by implementing a prototypical dashboard for visualizing laboratory findings from patient sets. Methods and material: Our implementation leveraged the object data type, supported by later versions of Arden, which turned out to be serviceable for representing complex input data from several patients. For our prototype, we designed a modularized architecture that separates the definition of technical operations, in particular the control of the patient context, from the actual clinical knowledge. Individual Medical Logic Modules (MLMs) for processing single patient attributes could then be developed according to well-tried Arden Syntax conventions. Results: We successfully implemented a working dashboard prototype entirely in Arden Syntax. The architecture consists of a controller MLM to handle the patient context, a presenter MLM to generate a dashboard view, and a set of traditional MLMs containing the clinical decision logic. Our prototype could be integrated into the graphical user interface of the local PDMS. We observed that with realistic input data the average execution time of about 200 ms for generating dashboard views attained applicable performance. Conclusion: Our study demonstrated the general feasibility of creating multi-patient CDS routines in Arden Syntax. We believe that our prototypical dashboard also suggests that such implementations can be relatively easy, and may simultaneously hold promise for sharing dashboards between institutions and reusing elementary components for additional dashboards. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:88 / 94
页数:7
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