Literature DB >> 11080007

From guideline modeling to guideline execution: defining guideline-based decision-support services.

S W Tu1, M A Musen.   

Abstract

We describe our task-based approach to defining the guideline-based decision-support services that the EON system provides. We categorize uses of guidelines in patient-specific decision support into a set of generic tasks--making of decisions, specification of work to be performed, interpretation of data, setting of goals, and issuance of alert and reminders--that can be solved using various techniques. Our model includes constructs required for representing the knowledge used by these techniques. These constructs form a toolkit from which developers can select modeling solutions for guideline task. Based on the tasks and the guideline model, we define a guideline-execution architecture and a model of interactions between a decision-support server and clients that invoke services provided by the server. These services use generic interfaces derived from guideline tasks and their associated modeling constructs. We describe two implementations of these decision-support services and discuss how this work can be generalized. We argue that a well-defined specification of guideline-based decision-support services will facilitate sharing of tools that implement computable clinical guidelines.

Entities:  

Mesh:

Year:  2000        PMID: 11080007      PMCID: PMC2243940     

Source DB:  PubMed          Journal:  Proc AMIA Symp        ISSN: 1531-605X


  2 in total

1.  Integrating a modern knowledge-based system architecture with a legacy VA database: the ATHENA and EON projects at Stanford.

Authors:  A Advani; S Tu; M O'Connor; R Coleman; M K Goldstein; M Musen
Journal:  Proc AMIA Symp       Date:  1999

2.  The Asgaard project: a task-specific framework for the application and critiquing of time-oriented clinical guidelines.

Authors:  Y Shahar; S Miksch; P Johnson
Journal:  Artif Intell Med       Date:  1998 Sep-Oct       Impact factor: 5.326

  2 in total
  9 in total

1.  Implementation of an automated guideline monitor for secondary prevention of acute myocardial infarction.

Authors:  Laura A Noirot; Amy Blickensderfer; Erin Christensen; Robyn Schaiff; Anthony Kessels; Alan Braverman; Anne Goldberg; William Claiborne Dunagan; Thomas C Bailey
Journal:  Proc AMIA Symp       Date:  2002

2.  The InterMed approach to sharable computer-interpretable guidelines: a review.

Authors:  Mor Peleg; Aziz A Boxwala; Samson Tu; Qing Zeng; Omolola Ogunyemi; Dongwen Wang; Vimla L Patel; Robert A Greenes; Edward H Shortliffe
Journal:  J Am Med Inform Assoc       Date:  2003-10-05       Impact factor: 4.497

3.  A rule-based clinical decision model to support interpretation of multiple data in health examinations.

Authors:  Kuan-Liang Kuo; Chiou-Shann Fuh
Journal:  J Med Syst       Date:  2009-12-15       Impact factor: 4.460

4.  Applying Hybrid-Asbru clinical guidelines using the Spock system.

Authors:  Ohad Young; Yuval Shahar
Journal:  AMIA Annu Symp Proc       Date:  2005

5.  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

6.  Using recommendation to support adaptive clinical pathways.

Authors:  Zhengxing Huang; Xudong Lu; Huilong Duan
Journal:  J Med Syst       Date:  2011-01-05       Impact factor: 4.460

7.  Clinical practice guideline adherence before and after implementation of the HEARTFELT (HEART Failure Effectiveness & Leadership Team) intervention.

Authors:  Patricia C Dykes; Kim Acevedo; Jodie Boldrighini; Carole Boucher; Katherine Frumento; Peggy Gray; Danielle Hall; Lisa Smith; Anne Swallow; Alon Yarkoni; Suzanne Bakken
Journal:  J Cardiovasc Nurs       Date:  2005 Sep-Oct       Impact factor: 2.083

8.  Designing an automated clinical decision support system to match clinical practice guidelines for opioid therapy for chronic pain.

Authors:  Jodie A Trafton; Susana B Martins; Martha C Michel; Dan Wang; Samson W Tu; David J Clark; Jan Elliott; Brigit Vucic; Steve Balt; Michael E Clark; Charles D Sintek; Jack Rosenberg; Denise Daniels; Mary K Goldstein
Journal:  Implement Sci       Date:  2010-04-12       Impact factor: 7.327

9.  Comparing computer-interpretable guideline models: a case-study approach.

Authors:  Mor Peleg; Samson Tu; Jonathan Bury; Paolo Ciccarese; John Fox; Robert A Greenes; Richard Hall; Peter D Johnson; Neill Jones; Anand Kumar; Silvia Miksch; Silvana Quaglini; Andreas Seyfang; Edward H Shortliffe; Mario Stefanelli
Journal:  J Am Med Inform Assoc       Date:  2003 Jan-Feb       Impact factor: 4.497

  9 in total

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