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DOI: 10.1055/s-0038-1638529
Section 5: Decision Support, Knowledge Representation and Management: Free and Open Source Enabling Technologies for Patient-Centric, Guideline-Based Clinical Decision Support: A Survey
Correspondence to
Publication History
Publication Date:
05 March 2018 (online)
Summary
Objectives
Guideline-based clinical decision support is an emerging paradigm to help reduce error, lower cost, and improve quality in evidence-based medicine. The free and open source (FOS) approach is a promising alternative for delivering cost-effective information technology (IT) solutions in health care. In this paper, we survey the current FOS enabling technologies for patient-centric, guideline-based care, and discuss the current trends and future directions of their role in clinical decision support.
Methods
We searched PubMed, major biomedical informatics websites, and the web in general for papers and links related to FOS health care IT systems. We also relied on our background and knowledge for specific subtopics. We focused on the functionalities of guideline modeling tools, and briefly examined the supporting technologies for terminology, data exchange and electronic health record (EHR) standards.
Results
To effectively support patient-centric, guideline-based care, the computerized guidelines and protocols need to be integrated with existing clinical information systems or EHRs. Technologies that enable such integration should be accessible, interoperable, and scalable. A plethora of FOS tools and techniques for supporting different knowledge management and quality assurance tasks involved are available. Many challenges, however, remain in their implementation.
Conclusions
There are active and growing trends of deploying FOS enabling technologies for integrating clinical guidelines, protocols, and pathways into the main care processes. The continuing development and maturation of such technologies are likely to make increasingly significant contributions to patient-centric, guidelinebased clinical decision support.
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Keywords
Guideline-based clinical decision support - free and open source - knowledge management - representation - standards - electronic health records - clinical guideline - modeling
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References
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Correspondence to
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References
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- 37 Qamar R, Rector A. Semantic Issues in Integrating Data from Different Models to Achieve Data Interoperability. In Kuhn KA, Warren JR, Leong TY. editors. MEDINFO 2007: Proceedings of the 12th World Congress on Medical Informatics. Brisbane, Australia: IOS Press, Amsterdam, NL; 2007. (To appear).
- 38 Sundvall E, Nyström M, Petersson H, Åhlfeldt H. Interactive visualization and navigation of complex terminology systems, exemplified by SNOMEDCT. In: Hasman A, Haux R, van der Lei J, De Clercq Roger, France F. editors. The 20th International Congress of the European Federation for Medical Informatics, Studies in Health Technology and Informatics; 2006. Maastricht, The Netherlands: IOS Press; 2006: 851-6.
- 39 Hripcsak G, Ludemann P, Pryor TA, Wigertz OB, Clayton PD. Rationale for the Arden Syntax. Comp and Biomed Res 1994; 27 (04) 291-324.
- 40 Wikipedia The Free Encyclopedia. Health Level 7 Open Source Tools. 2007 June 11 [cited 2007 June]; Available from: http://en.wikipedia.org/wiki/HL7#Open_source_tools.
- 41 Kalra D. Electronic Health Record Standards. In: Kulikowski C, Haux R. editors. IMIAYearbook of Medical Informatics 2006. Methods Inf Med. 2006. 45 Suppl 1: 136-44.
- 42 Moner D, Maldonado JA, Bosca D, Fernandez JT, Angulo C, Crespo P. et al. Archetype-Based Semantic Integration and Standardization of Clinical Data. In: 28th Annual International Conference of the IEEE (EMBS ‘06): Engineering in Medicine and Biology Society 2006; 5141-4.
- 43 Smith S, Kaufman J, Jiang K, Davis M, Onvural M, Oprencak I. Eclipse Open Healthcare Framework. In: The Server-Side Eclipse Symposium at the 2007 European Eclipse Summit. Esslingen, Germany: 2007
- 44 Introducing openEHR 2007. 2007 Jan [cited 2007 April]; Available from http://svn.openehr.org/specification/TRUNK/publishing/openEHR/introducing_openEHR.pdf.
- 45 Garde S, Knaup P, Hovenga E, Heard S. Towards Semantic Interoperability for Electronic Health Records: Domain Knowledge Governance for openEHRArchetypes. Methods Inf Med. 2007 46. (01)
- 46 McCallum G. EGADSS: A Clinical Decision Support System for use in a Service-oriented Architecture [Master’s Thesis]. University of Victoria: 2006
- 47 de Clercq PA, Blom JA, Hasman A, Korsten HHM. Design and Implementation of a Framework to Support the Development of Clinical Guidelines. Int J Med Inform 2001; 64 2-3 285-318.
- 48 Gennari JH, Musen MA, Fergerson RW, Grosso WE, Crubézy M, Eriksson H. et al. The Evolution of Protégé: An Environment for Knowledge-based Systems Development. Int J Hum Comput Stud 2003; 58 (01) 89-123.
- 49 Chaudhri VK, Farquhar A, Fikes R, Karp PD, Rice JP. OKBC: a programmatic foundation for knowledge base interoperability. In: AAAI ‘98/IAAI ‘98: Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence. Menlo Park, CA, USA: 1998: 600-7.
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- 51 Tu SW, Musen MA. Modeling data and knowledge in the EON guideline architecture. In: Patel V, Rogers R, Haux R. editors. MEDINFO 2001: Proceedings of the 10th World Congress on Medical Informatics. IOS Press; Amsterdam, NL: 2001: 280-84.
- 52 Boxwala AA, Peleg M, Tu SW, Ogunyemi O, Zeng Q, Wang D. et al. GLIF3: A Representation Format for Sharable Computer-interpretable Clinical Practice Guidelines. J Biomed Inform 2004; 37 (03) 147-61.
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