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Respiratory disease detection in lung auscultation with convolutional neural networks and CVAE augmentation

The main purpose of this work was to investigate the possibility of detecting respiratory diseases in audio recordings of lung auscultation using modern deep learning tools, as well as to explore the possibility of using data augmentation by generating synthetic spectral representations of audio sa...

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Detaylı Bibliyografya
Asıl Yazarlar: D.V. Panaskin, S.H. Stirenko, D.S. Babko
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Dnipro State Medical University 2024-10-01
Seri Bilgileri:Medičnì Perspektivi
Konular:
Online Erişim:https://journals.uran.ua/index.php/2307-0404/article/view/313569
Etiketler: Etiketle
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