Literature DB >> 33936443

Utilization of BPM+ Health for the Representation of Clinical Knowledge: A Framework for the Expression and Assessment of Clinical Practice Guidelines (CPG) Utilizing Existing and Emerging Object Management Group (OMG) Standards.

Robert Lario1,2, Steve Hasley3, Stephen A White4, Karen Eilbeck1, Richard Soley5, Stan Huff1,6, Kensaku Kawamoto1.   

Abstract

Clinical Practice Guidelines (CPG), meant to express best practices in healthcare, are commonly presented as narrative documents communicating care processes, decision making, and clinical case knowledge. However, these narratives in and of themselves lack the specificity and conciseness in their use of language to unambiguously express quality clinical recommendations. This impacts the confidence of clinicians, uptake, and implementation of the guidance. As important as the quality of the clinical knowledge articulated, is the quality of the language(s) and methods used to express the recommendations. In this paper, we propose the BPM+ family of modeling languages as a potential solution to this challenge. We present a formalized process and framework for translating CPGs into a standardized BPM+ model. Further, we discuss the features and characteristics of modeling languages that underpin the quality in expressing clinical recommendations. Using an existing CPG, we defined a systematic series of steps to deconstruct the CPG into knowledge constituents, assign CPG knowledge constituents to BPM+ elements, and re-assemble the parts into a clear, precise, and executable model. Limitations of both the CPG and the current BPM+ languages are discussed. ©2020 AMIA - All rights reserved.

Mesh:

Year:  2021        PMID: 33936443      PMCID: PMC8075494     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  14 in total

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8.  Implementation of Clinical Decision Support Services to Detect Potential Drug-Drug Interaction Using Clinical Quality Language.

Authors:  Binh-Phi Nguyen; Thomas Reese; Stefen Decker; Daniel Malone; Richard D Boyce; Oya Beyan
Journal:  Stud Health Technol Inform       Date:  2019-08-21

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10.  A Method to Evaluate Critical Factors for Successful Implementation of Clinical Pathways.

Authors:  W Dong; Z Huang
Journal:  Appl Clin Inform       Date:  2015-11-04       Impact factor: 2.342

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