Literature DB >> 15182844

Approaches for creating computer-interpretable guidelines that facilitate decision support.

Paul A de Clercq1, Johannes A Blom, Hendrikus H M Korsten, Arie Hasman.   

Abstract

During the last decade, studies have shown the benefits of using clinical guidelines in the practice of medicine. Although the importance of these guidelines is widely recognized, health care organizations typically pay more attention to guideline development than to guideline implementation for routine use in daily care. However, studies have shown that clinicians are often not familiar with written guidelines and do not apply them appropriately during the actual care process. Implementing guidelines in computer-based decision support systems promises to improve the acceptance and application of guidelines in daily practice because the actions and observations of health care workers are monitored and advice is generated whenever a guideline is not followed. Such implementations are increasingly applied in diverse areas such as policy development, utilization management, education, clinical trials, and workflow facilitation. Many parties are developing computer-based guidelines as well as decision support systems that incorporate these guidelines. This paper reviews generic approaches for developing and implementing computer-based guidelines that facilitate decision support. It addresses guideline representation, acquisition, verification and execution aspects. The paper describes five approaches (the Arden Syntax, GuideLine Interchange Format (GLIF), PROforma, Asbru and EON), after the approaches are compared and discussed.

Mesh:

Year:  2004        PMID: 15182844     DOI: 10.1016/j.artmed.2004.02.003

Source DB:  PubMed          Journal:  Artif Intell Med        ISSN: 0933-3657            Impact factor:   5.326


  34 in total

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

Authors:  Szymon Wilk; Martin Michalowski; Wojtek Michalowski; Marisela Mainegra Hing; Ken Farion
Journal:  AMIA Annu Symp Proc       Date:  2011-10-22

2.  Investigation of data representation issues in computerizing clinical practice guidelines in china.

Authors:  Danhong Liu; Qing Ye; Zhe Yang; Peng Yang; Yongyong Xu; Jingkuan Su
Journal:  Healthc Inform Res       Date:  2014-07-31

3.  Use of declarative statements in creating and maintaining computer-interpretable knowledge bases for guideline-based care.

Authors:  Samson W Tu; Karen M Hrabak; James R Campbell; Julie Glasgow; Mark A Nyman; Robert McClure; James McClay; Robert Abarbanel; James G Mansfield; Susana M Martins; Mary K Goldstein; Mark A Musen
Journal:  AMIA Annu Symp Proc       Date:  2006

4.  A pattern-based analysis of clinical computer-interpretable guideline modeling languages.

Authors:  Nataliya Mulyar; Wil M P van der Aalst; Mor Peleg
Journal:  J Am Med Inform Assoc       Date:  2007-08-21       Impact factor: 4.497

5.  Use of the C4.5 machine learning algorithm to test a clinical guideline-based decision support system.

Authors:  Jean-Baptiste Lamy; Anis Ellini; Vahid Ebrahiminia; Jean-Daniel Zucker; Hector Falcoff; Alain Venot
Journal:  Stud Health Technol Inform       Date:  2008

6.  From practice guidelines to clinical decision support: closing the loop.

Authors:  John Fox; Vivek Patkar; Ioannis Chronakis; Richard Begent
Journal:  J R Soc Med       Date:  2009-11       Impact factor: 5.344

7.  An adaptive semantic based mediation system for data interoperability among Health Information Systems.

Authors:  Wajahat Ali Khan; Asad Masood Khattak; Maqbool Hussain; Muhammad Bilal Amin; Muhammad Afzal; Christopher Nugent; Sungyoung Lee
Journal:  J Med Syst       Date:  2014-06-26       Impact factor: 4.460

8.  KAT: a flexible XML-based knowledge authoring environment.

Authors:  Nathan C Hulse; Roberto A Rocha; Guilherme Del Fiol; Richard L Bradshaw; Timothy P Hanna; Lorrie K Roemer
Journal:  J Am Med Inform Assoc       Date:  2005-03-31       Impact factor: 4.497

9.  How to translate therapeutic recommendations in clinical practice guidelines into rules for critiquing physician prescriptions? Methods and application to five guidelines.

Authors:  Jean-Baptiste Lamy; Vahid Ebrahiminia; Christine Riou; Brigitte Seroussi; Jacques Bouaud; Christian Simon; Stéphane Dubois; Antoine Butti; Gérard Simon; Madeleine Favre; Hector Falcoff; Alain Venot
Journal:  BMC Med Inform Decis Mak       Date:  2010-05-28       Impact factor: 2.796

10.  Using data mining techniques to explore physicians' therapeutic decisions when clinical guidelines do not provide recommendations: methods and example for type 2 diabetes.

Authors:  Massoud Toussi; Jean-Baptiste Lamy; Philippe Le Toumelin; Alain Venot
Journal:  BMC Med Inform Decis Mak       Date:  2009-06-10       Impact factor: 2.796

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