Journal
EXPERT SYSTEMS WITH APPLICATIONS
Volume 37, Issue 12, Pages 7648-7655Publisher
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2010.04.078
Keywords
Chest disease diagnosis; Multilayer neural network; Probabilistic neural network; Learning vector quantization neural network; Generalized regression neural network; Radial basis function neural network
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Chronic obstructive pulmonary, pneumonia, asthma, tuberculosis, lung cancer diseases are the most important chest diseases. These chest diseases are important health problems in the world. In this study, a comparative chest diseases diagnosis was realized by using multilayer, probabilistic, learning vector quantization, and generalized regression neural networks. The chest diseases dataset were prepared by using patient's epicrisis reports from a chest diseases hospital's database. (C) 2010 Elsevier Ltd. All rights reserved.
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