NDLI: Software implementation of fuzzy decision making in determining the severity of respiratory distress

Content Provider	IEEE Xplore Digital Library
Author	Saletic, D.Z. Savic, M.
Copyright Year	2008
Description	Author affiliation: Fac. of Comput., Univ. "Union", Belgrade (Saletic, D.Z.; Savic, M.)
Abstract	In the paper a software implementation of fuzzy decision-making in medicine is described. Known models of fuzzy multi-criteria decision making are applied in two situations: the first, with all features of the same importance and without interaction between criteria, and the second, with interacting criteria. The practical usage of both approaches is shown in a medical application in determining the severity of respiratory distress of a patient in an intensive care unit, which is of extreme clinical relevance. In the first case the Bellman-Zadehpsilas approach is used, and in the second case, the Choquet integral is used. Proposed models are used in developed prototype software, implemented in Java and described in the paper. It provides possible decisions for available patient symptoms, and it gathers data about adequacy of the first and the second approach in real situations. The results are given, and the directions for possible further work are pointed out.
Starting Page	1
Ending Page	5
File Size	212400
Page Count	5
File Format	PDF
ISBN	9781424424061
DOI	10.1109/SISY.2008.4664925
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-09-26
Publisher Place	Serbia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Biomedical equipment Software prototyping Java Uncertainty Decision making Medical services Fuzzy set theory Application software Fuzzy systems Biomedical imaging
Content Type	Text
Resource Type	Article

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