Can Physicians Structure Clinical Guidelines? Experiments with a Mark-Up-Process Methodology

Erez Shalom, Yuval Shahar, Meirav Taieb-Maimon, Guy Bar, Susana B. Martins, Ohad Young, Laszlo Vaszar, Yair Liel, Avi Yarkoni, Mary K. Goldstein, Akiva Leibowitz, Tal Marom, Eitan Lunenfeld

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Abstract

We have previously developed an architecture and a set of tools called the Digital electronic Guideline Library (DeGeL), which includes a web-based tool for structuring (marking-up) free-text clinical guidelines (GLs), namely, the URUZ Mark-up tool. In this study, we developed and evaluated a methodology and a tool for a mark-up-based specification and assessment of the quality of that specification, of procedural and declarative knowledge in clinical GLs. The methodology includes all necessary activities before, during and after the mark-up process, and supports specification and conversion of the GL's free-text representation through semi-structured and semi-formal representations into a machine comprehensible representation. For the evaluation of this methodology, three GLs from different medical disciplines were selected. For each GL, as an indispensable step, an ontology-specific consensus was created, determined by a group of expert physicians and knowledge engineers, based on GL source. For each GL, two mark-ups in a chosen GL ontology (Asbru) were created by a distinct clinical editor; each of the clinical editors created a semi-formal mark-up of the GL using the URUZ tool. To evaluate each mark-up, a gold standard mark-up was created by collaboration of physician and knowledge engineer, and a specialized mark-up-evaluation tool was developed, which enables assessment of completeness, as well as of syntactic and semantic correctness of the mark-up. Subjective and objective measures were defined for qualitative and quantitative evaluation of the correctness (soundness) and completeness of the marked-up knowledge, with encouraging results.

Original languageEnglish (US)
Title of host publicationKnowledge Management for Health Care Procedures - ECAI 2008 Workshop, K4HelP 2008, Revised Selected Papers
Pages67-80
Number of pages14
DOIs
StatePublished - Nov 2 2009
EventECAI Workshop on Knowledge Management for Health Care Procedures, K4HelP 2008 - Patras, Greece
Duration: Jul 21 2008Jul 21 2008

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume5626 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

OtherECAI Workshop on Knowledge Management for Health Care Procedures, K4HelP 2008
CountryGreece
CityPatras
Period7/21/087/21/08

Keywords

  • Clinical decision support systems
  • Clinical guidelines
  • Completeness
  • Correctness
  • Evaluation
  • Knowledge acquisition
  • Mark-up
  • Ontologies

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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