Diagnosis of chest diseases using artificial immune system

Er, Orhan; Yumuşak, Nejat; Temurtaş, Feyzullah

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dc.date.accessioned	2020-01-13T07:57:07Z
dc.date.available	2020-01-13T07:57:07Z
dc.date.issued	2012
dc.identifier.citation	Er, O; Yumusak, N; Temurtas, F; (2012). Diagnosis of chest diseases using artificial immune system. EXPERT SYSTEMS WITH APPLICATIONS, 39, 1868-1862
dc.identifier.issn	0957-4174
dc.identifier.uri	https://hdl.handle.net/20.500.12619/2560
dc.identifier.uri	https://doi.org/10.1016/j.eswa.2011.08.064
dc.description.abstract	Chest diseases are one of the greatest health problems for people living in the developing world. Millions of people are diagnosed every year with a chest disease in the world. Chronic obstructive pulmonary, pneumonia, asthma, tuberculosis, lung cancer diseases are most important chest diseases and these are very common illnesses in Turkey. In this paper, a study on chest diseases diagnosis was realized by using artificial immune system. We obtained the classification accuracy with artificial immune system 93.84%. The result of the study was compared with the results of the previous similar studies reported focusing on chest diseases diagnosis. The chest diseases dataset were prepared from a chest diseases hospital's database using patient's epicrisis reports. (C) 2011 Elsevier Ltd. All rights reserved.
dc.language	English
dc.publisher	PERGAMON-ELSEVIER SCIENCE LTD
dc.subject	Operations Research & Management Science
dc.title	Diagnosis of chest diseases using artificial immune system
dc.type	Article
dc.identifier.volume	39
dc.identifier.startpage	1862
dc.identifier.endpage	1868
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:000298027300029
dc.identifier.doi	10.1016/j.eswa.2011.08.064
dc.identifier.eissn	1873-6793
dc.contributor.author	Er, Orhan
dc.contributor.author	Yumuşak, Nejat
dc.contributor.author	Temurtaş, Feyzullah