Gammatonegram based triple classification of lung sounds using deep convolutional neural network with transfer learning

•A novel pre-processing technique has been proposed that de-noise respiratory sounds using variational mode decomposition(VMD) technique and fed these sound signals to gammatone filter bank to generate time frequency distribution in the form of Gammatonegram images. These Gammatonegram images are cl...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 70; p. 102947
Main Authors:	Gupta, Sonia, Agrawal, Monika, Deepak, Desh
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.09.2021
Subjects:	Auscultation Gammatonegram Respiratory Variational mode decomposition Variational mode decomposition Gammatonegram Respiratory Auscultation
ISSN:	1746-8094, 1746-8108
Online Access:	Get full text
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