Codec Data Augmentation for Time-domain Heart Sound Classification

Heart auscultations are a low-cost and effective way of detecting valvular heart diseases early, which can save lives. Nevertheless, it has been difficult to scale this screening method since the effectiveness of auscultations is dependent on the skill of doctors. As such, there has been increasing...

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Veröffentlicht in:	arXiv.org 2023-09
Hauptverfasser:	Mishra, Ansh, Jia Qi Yip, Chng, Eng Siong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Codec Data augmentation Heart diseases Machine learning Time domain analysis
Online-Zugang:	Volltext
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