Implementation of ontology-based clinical decision support system for management of interactions between antihypertensive drugs and diet

Jeong Eun Park, Hwa Sun Kim, Min Jung Chang, Hae Sook Hong

Research output: Contribution to journalArticle

Abstract

Purpose: The influence of dietary composition on blood pressure is an important subject in healthcare. Interactions between antihypertensive drugs and diet (IBADD) is the most important factor in the management of hypertension. It is therefore essential to support health-care providers' decision making role in active and continuous interaction control in hypertension management. The aim of this study was to implement an ontology-based clinical decision support system (CDSS) for IBADD management (IBADDM). We considered the concepts of antihypertensive drugs and foods, and focused on the interchangeability between the database and the CDSS when providing tailored information. Methods: An ontology-based CDSS for IBADDM was implemented in eight phases: (1) determining the domain and scope of ontology, (2) reviewing existing ontology, (3) extracting and defining the concepts, (4) assigning relationships between concepts, (5) creating a conceptual map with CmapTools, (6) selecting upper ontology, (7) formally representing the ontology with Protégé (ver.4.3), (8) implementing an ontology-based CDSS as a JAVA prototype application. Results: We extracted 5,926 concepts, 15 properties, and formally represented them using Protégé. An ontology-based CDSS for IBADDM was implemented and the evaluation score was 4.60 out of 5. Conclusion: We endeavored to map functions of a CDSS and implement an ontology-based CDSS for IBADDM.

Original languageEnglish
Pages (from-to)294-304
Number of pages11
JournalJournal of Korean Academy of Nursing
Volume44
Issue number3
DOIs
Publication statusPublished - 2014 Jan 1

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Clinical Decision Support Systems
Antihypertensive Agents
Diet
Hypertension
Health Personnel
Decision Making
Databases
Blood Pressure
Delivery of Health Care
Food

All Science Journal Classification (ASJC) codes

  • Nursing(all)

Cite this

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title = "Implementation of ontology-based clinical decision support system for management of interactions between antihypertensive drugs and diet",
abstract = "Purpose: The influence of dietary composition on blood pressure is an important subject in healthcare. Interactions between antihypertensive drugs and diet (IBADD) is the most important factor in the management of hypertension. It is therefore essential to support health-care providers' decision making role in active and continuous interaction control in hypertension management. The aim of this study was to implement an ontology-based clinical decision support system (CDSS) for IBADD management (IBADDM). We considered the concepts of antihypertensive drugs and foods, and focused on the interchangeability between the database and the CDSS when providing tailored information. Methods: An ontology-based CDSS for IBADDM was implemented in eight phases: (1) determining the domain and scope of ontology, (2) reviewing existing ontology, (3) extracting and defining the concepts, (4) assigning relationships between concepts, (5) creating a conceptual map with CmapTools, (6) selecting upper ontology, (7) formally representing the ontology with Prot{\'e}g{\'e} (ver.4.3), (8) implementing an ontology-based CDSS as a JAVA prototype application. Results: We extracted 5,926 concepts, 15 properties, and formally represented them using Prot{\'e}g{\'e}. An ontology-based CDSS for IBADDM was implemented and the evaluation score was 4.60 out of 5. Conclusion: We endeavored to map functions of a CDSS and implement an ontology-based CDSS for IBADDM.",
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Implementation of ontology-based clinical decision support system for management of interactions between antihypertensive drugs and diet. / Park, Jeong Eun; Kim, Hwa Sun; Chang, Min Jung; Hong, Hae Sook.

In: Journal of Korean Academy of Nursing, Vol. 44, No. 3, 01.01.2014, p. 294-304.

Research output: Contribution to journalArticle

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