An alternative respiratory sounds classification system utilizing artificial neural networks

An alternative respiratory sounds classification system utilizing artificial neural networks

Background: Computerized lung sound analysis involves recording lung sound via an electronic device, followed by computer analysis and classification based on specific signal characteristics as non-linearity and nonstationarity caused by air turbulence. An automatic analysis is necessary to avoid de...

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Bibliographic Details
Main Authors: Rami J Oweis, Enas W Abdulhay, Amer Khayal, Areen Awad
Format: Article
Language:English
Published: Elsevier 2015-04-01
Series:Biomedical Journal
Subjects:
adaptive neuro-fuzzy inference system
artificial neural network
classification
feature extraction
respiratory sounds
Online Access:http://www.biomedj.org/article.asp?issn=2319-4170;year=2015;volume=38;issue=2;spage=153;epage=161;aulast=Oweis

Internet

http://www.biomedj.org/article.asp?issn=2319-4170;year=2015;volume=38;issue=2;spage=153;epage=161;aulast=Oweis

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