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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Vydané v:	Biomedical signal processing and control Ročník 70; s. 102947
Hlavní autori:	Gupta, Sonia, Agrawal, Monika, Deepak, Desh
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.09.2021
Predmet:	Auscultation Gammatonegram Respiratory Variational mode decomposition Variational mode decomposition Gammatonegram Respiratory Auscultation
ISSN:	1746-8094, 1746-8108
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