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  4. Modeling of Medical Treatment Processes for an Interactive Assistance Based on the Translation of UML Activities into PROforma
 
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2019
Conference Paper
Title

Modeling of Medical Treatment Processes for an Interactive Assistance Based on the Translation of UML Activities into PROforma

Abstract
In modern medicine, Clinical Practice Guidelines (CPGs) are well-established resources for the appropriate treatment of diseases. Evidence-based CPGs contain recommendations which are based on the state of the art and which have been achieved by consensus of several experts. Nevertheless, there is a potential for problems in translating guideline documents into specific actions for physicians. Therefore we propose to formalize the treatment process in an understandable representation as UML activities together with a domain expert. This formalization serves as a basis for the transfer of knowledge into a model, in this case PROforma, which directly allows execution in an interactive assistance software. The results of this work are part of an ongoing research project on the treatment of colon cancer based on the corresponding evidence-based CPG.
Author(s)
Philipp, Patrick  
Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung IOSB  
Becker, Silvia
Robert, Sebastian  
Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung IOSB  
Hempel, Dirk
Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung IOSB  
Beyerer, Jürgen  
Mainwork
6th Annual Conference on Computational Science and Computational Intelligence, CSCI 2019  
Conference
International Conference on Computational Science and Computational Intelligence (CSCI) 2019  
DOI
10.1109/CSCI49370.2019.00184
Language
English
Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung IOSB  
Keyword(s)
  • clinical practice guidelines

  • medical treatment

  • assistance

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