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Content Provider | IEEE Xplore Digital Library |
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Author | Acampora, G. Kiseliova, T. Pagava, K. Vitiello, A. |
Copyright Year | 2011 |
Description | Author affiliation: Child and Adolescent Medicine, Tbilisi Medical State University, Tbilisi, Georgia 0177 (Pagava, K.) || Dept. of Computer Sciences, Ivane Javakhishvili Tbilisi State University, Tbilisi, Georgia 0143 (Kiseliova, T.) || Dept. of Computer Science, University of Salerno, Fisciano, Salerno 84084 (Acampora, G.; Vitiello, A.) |
Abstract | In this paper we present the preliminary results of application of Fuzzy Markup Language (FML) to suspect a non-common disease. Under non-common diseases we understand rare diseases. From the broad point of view this problem belongs to the computer-assisted decision support in medical diagnostics and can be supported by fuzzy logic controllers. We can use conventional methods to diagnose a rare disease if it can be exhibited by outstanding symptoms. For example, there are several search machines and data banks that allow to find a rare disease clearly exhibited by a patient's symptoms/signs. But it is very difficult to diagnose a rare disease if it masks as a common disease. Diagnostic of rare diseases is connected with lack, uncertainty and imprecision of knowledge, medical mistake and even medical failure. Additionally, very often a common disease is also established with some degree of belief, thus, the expressions such as “it is possible that a patient has a particular disease” rather often present in the daily medical practice. It is clear that if we would know the common diseases, then deviations from them can be considered as a sign of non-common diseases. In this paper we investigate such deviations with the help of FML. We show how FML mechanism can be adjusted to suspect a rare disease, and discuss the appropriateness of the available operators. |
Starting Page | 2073 |
Ending Page | 2079 |
File Size | 330966 |
Page Count | 7 |
File Format | |
ISBN | 9781424473151 |
ISSN | 10987584 |
e-ISBN | 9781424473175 |
e-ISBN | 9781424473168 |
DOI | 10.1109/FUZZY.2011.6007719 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2011-06-27 |
Publisher Place | Taiwan |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Diseases Pragmatics Medical diagnostic imaging XML Fuzzy sets Fuzzy systems Rare diseases Fuzzy Systems Fuzzy Markup Language Medical Diagnosis |
Content Type | Text |
Resource Type | Article |
Subject | Applied Mathematics Artificial Intelligence Theoretical Computer Science Software |
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