Reconciling pairs of concurrently used clinical practice guidelines using Constraint Logic Programming.

Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Marisela Mainegra Hing, Ken Farion

Research output: Contribution to journalArticle

13 Citations (Scopus)

Abstract

This paper describes a new methodological approach to reconciling adverse and contradictory activities (called points of contention) occurring when a patient is managed according to two or more concurrently used clinical practice guidelines (CPGs). The need to address these inconsistencies occurs when a patient with more than one disease, each of which is a comorbid condition, has to be managed according to different treatment regimens. We propose an automatic procedure that constructs a mathematical guideline model using the Constraint Logic Programming (CLP) methodology, uses this model to identify and mitigate encountered points of contention, and revises the considered CPGs accordingly. The proposed procedure is used as an alerting mechanism and coupled with a guideline execution engine warns the physician about potential problems with the concurrent application of two or more guidelines. We illustrate the operation of our procedure in a clinical scenario describing simultaneous use of CPGs for duodenal ulcer and transient ischemic attack.

Original languageEnglish (US)
Pages (from-to)944-953
Number of pages10
JournalAMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium
Volume2011
StatePublished - Jan 1 2011

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Practice Guidelines
Guidelines
Transient Ischemic Attack
Duodenal Ulcer
Theoretical Models
Physicians
Therapeutics

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Reconciling pairs of concurrently used clinical practice guidelines using Constraint Logic Programming. / Wilk, Szymon; Michalowski, Martin; Michalowski, Wojtek; Hing, Marisela Mainegra; Farion, Ken.

In: AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium, Vol. 2011, 01.01.2011, p. 944-953.

Research output: Contribution to journalArticle

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