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Author Rakus-Andersson, E.
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2012
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Special computer methods
Subject Keyword Surgery ♦ Fuzzy sets ♦ Vectors ♦ Cancer ♦ Biomarkers ♦ Medical diagnostic imaging ♦ Neurons ♦ operation decision ♦ perceptron ♦ parametric s-function ♦ gastric cancer
Abstract In the current paper we mathematically try to support the medical operation decision made for the sake of patients suffering from gastric cancer. We involve the linear model of the simple neural perceptron to distinguish between two decision states determined as “operate” contra “do not operate”. The perceptron input signals are proposed to be given as codes of levels of the most decisive biological markers, considered in surgery decision making. To find the level intervals, tied to the codes, we introduce a procedure of level fuzzification by a family of parametric membership functions.
Description Author affiliation: Blekinge Institute of Technology, Department of Mathematics and Science, 37179 Karlskrona, Sweden (Rakus-Andersson, E.)
ISBN 9781467315074
ISSN 10987584
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2012-06-10
Publisher Place Australia
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
e-ISBN 9781467315067
Size (in Bytes) 897.44 kB
Page Count 8
Starting Page 1
Ending Page 8

Source: IEEE Xplore Digital Library