Chest diseases diagnosis using artificial neural networks

Er O., YUMUŞAK N., Temurtas F.

EXPERT SYSTEMS WITH APPLICATIONS, vol.37, no.12, pp.7648-7655, 2010 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 37 Issue: 12
  • Publication Date: 2010
  • Doi Number: 10.1016/j.eswa.2010.04.078
  • Journal Name: EXPERT SYSTEMS WITH APPLICATIONS
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Page Numbers: pp.7648-7655
  • Yozgat Bozok University Affiliated: Yes

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.