Chest diseases diagnosis using artificial neural networks
EXPERT SYSTEMS WITH APPLICATIONS, vol.37, no.12, pp.7648-7655, 2010 (SCI-Expanded, Scopus)
- 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.