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eess.IV2022
FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images
Young Seok Jeon, Hongfei Yang, Mengling Feng
The encoder-decoder model is a commonly used Deep Neural Network (DNN) model for medical image segmentation. Conventional encoder-decoder models make pixel-wise predictions focusin…
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…