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Verification of medical guidelines using background knowledge in task networks

  • The application of a medical guideline to the treatment of a patient's disease can be seen as the execution of tasks, sequentially or in parallel, in the face of patient data. It has been shown that many of such guidelines can be represented as a "network of tasks," that is, as a sequence of steps that have a specific function or goal. In this paper, a novel methodology for verifying the quality of such guidelines is introduced. To investigate the quality of such guidelines, we propose to include medical background knowledge to task networks and to formalize criteria for good medical practice that a guideline should comply with. This framework was successfully applied to a guideline dealing with the management of diabetes mellitus type 2 by using KIV.

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Metadaten
Author:Arjen Hommersom, Perry Groot, Peter J. F. Lucas, Michael BalserGND, Jonathan SchmittGND
Frontdoor URLhttps://opus.bibliothek.uni-augsburg.de/opus4/117361
ISSN:1041-4347OPAC
Parent Title (English):IEEE Transactions on Knowledge and Data Engineering
Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Place of publication:New York, NY
Type:Article
Language:English
Year of first Publication:2007
Publishing Institution:Universität Augsburg
Release Date:2024/12/09
Volume:19
Issue:6
First Page:832
Last Page:846
DOI:https://doi.org/10.1109/tkde.2007.190611
Institutes:Fakultät für Angewandte Informatik
Fakultät für Angewandte Informatik / Institut für Informatik
Fakultät für Angewandte Informatik / Institut für Software & Systems Engineering
Fakultät für Angewandte Informatik / Institut für Informatik / Lehrstuhl für Softwaretechnik
Fakultät für Angewandte Informatik / Institut für Informatik / Lehrstuhl für Softwaretechnik / Lehrstuhl für Softwaretechnik
Nachhaltigkeitsziele
Nachhaltigkeitsziele / Ziel 3 - Gesundheit und Wohlergehen