Chest diseases diagnosis using artificial neural networks

作者:

Highlights:

摘要

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.

论文关键词:Chest disease diagnosis,Multilayer neural network,Probabilistic neural network,Learning vector quantization neural network,Generalized regression neural network,Radial basis function neural network

论文评审过程:Available online 7 May 2010.

论文官网地址:https://doi.org/10.1016/j.eswa.2010.04.078