Diagnosis of chest diseases using artificial immune system

Er O., YUMUŞAK N., Temurtas F.

EXPERT SYSTEMS WITH APPLICATIONS, cilt.39, sa.2, ss.1862-1868, 2012 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 39 Sayı: 2
  • Basım Tarihi: 2012
  • Doi Numarası: 10.1016/j.eswa.2011.08.064
  • Dergi Adı: EXPERT SYSTEMS WITH APPLICATIONS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.1862-1868
  • Yozgat Bozok Üniversitesi Adresli: Evet

Özet

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.