160 citations · 218 across the 13 of their papers we have counts for
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cs.SD2022
UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio
Jiangeng Chang, Yucheng Ruan, Cui Shaoze +2
We suggested a unified system with core components of data augmentation, ImageNet-pretrained ResNet-50, cost-sensitive loss, deep ensemble learning, and uncertainty estimation to q…
cs.SD2021★ 7 cited
DiCOVA-Net: Diagnosing COVID-19 using Acoustics based on Deep Residual Network for the DiCOVA Challenge 2021
Jiangeng Chang, Shaoze Cui, Mengling Feng
In this paper, we propose a deep residual network-based method, namely the DiCOVA-Net, to identify COVID-19 infected patients based on the acoustic recording of their coughs. Since…