Chest diseases diagnosis using artificial neural networks

Er, Orhan; Yumuşak, Nejat; Temurtaş, Feyzullah

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dc.date.accessioned	2020-01-13T07:57:06Z
dc.date.available	2020-01-13T07:57:06Z
dc.date.issued	2010
dc.identifier.citation	Er, O; Yumusak, N; Temurtas, F; (2010). Chest diseases diagnosis using artificial neural networks. EXPERT SYSTEMS WITH APPLICATIONS, 37, 7655-7648
dc.identifier.issn	0957-4174
dc.identifier.uri	https://hdl.handle.net/20.500.12619/2545
dc.identifier.uri	https://doi.org/10.1016/j.eswa.2010.04.078
dc.description.abstract	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.
dc.language	English
dc.publisher	Pergamon-Elsevier Science LTD
dc.subject	Chest disease diagnosis
dc.subject	Multilayer neural network
dc.subject	Probabilistic neural network
dc.subject	Learning vector quantization neural network
dc.subject	Generalized regression neural network
dc.subject	Radial basis function neural network
dc.subject	Göğüs hastalığı teşhisi
dc.subject	Çok katmanlı sinir ağı
dc.subject	Olasılıksal sinir ağı
dc.subject	Vektör nicemleme sinir ağının öğrenilmesi
dc.subject	Genelleştirilmiş regresyon sinir ağı
dc.subject	Radyal temel fonksiyon sinir ağı
dc.title	Chest diseases diagnosis using artificial neural networks
dc.type	Article
dc.identifier.volume	37
dc.identifier.startpage	7648
dc.identifier.endpage	7655
dc.contributor.saüauthor	Er, Orhan
dc.contributor.saüauthor	Yumuşak, Nejat
dc.contributor.saüauthor	Temurtaş, Feyzullah
dc.relation.journal	Expert Systems With Applications
dc.identifier.wos	WOS:000281339900026
dc.identifier.doi	10.1016/j.eswa.2010.04.078
dc.identifier.eissn	1873-6793
dc.contributor.author	Er, Orhan
dc.contributor.author	Yumuşak, Nejat
dc.contributor.author	Temurtaş, Feyzullah