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Framework for an interactive assistance in diagnostic processes based on the translation of UML activities into petri nets

: Philipp, P.; Fischer, Yvonne; Hempel, D.; Beyerer, Jürgen

Postprint urn:nbn:de:0011-n-3824610 (1.1 MByte PDF)
MD5 Fingerprint: 5e051e6e979f437a7c642e223c731275
Erstellt am: 22.3.2016

Arabnia, Hamid R. (Ed.) ; Institute of Electrical and Electronics Engineers -IEEE-; American Council on Science and Education -ACSE-, Las Vegas/Nev.:
International Conference on Computational Science and Computational Intelligence, CSCI 2015. Proceedings : 7-9 December 2015, Las Vegas, Nevada, USA
Los Alamitos, Calif.: IEEE Computer Society Conference Publishing Services (CPS), 2015
ISBN: 978-1-4673-9795-7
International Conference on Computational Science and Computational Intelligence (CSCI) <2015, Las Vegas/Nev.>
Konferenzbeitrag, Elektronische Publikation
Fraunhofer IOSB ()
clinical practice guidelines; diagnosis; assistance; NAT

In contemporary medicine, diagnostic processes provided by Clinical Practice Guidelines (CPGs) play a key role. A CPG provides recommendations that open up a scope of actions for the medical practitioner. But there is a gap between theoretical knowledge and practical solutions. Furthermore, barriers of implementation can arise. Taking these challenges into account, we propose a framework for facilitating the implementation of diagnostic processes. For this reason, the CPGs of Chronic Myeloid Leukemia (CML) and Myelodysplastic Syndromes (MDS) are modeled using Unified Modeling Language (UML). A UML activity serves as a basis for more complex models that are used to provide the actual assistance functions. This paper focuses on the automatic translation of UML activities into Petri nets.