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Table 3 List of CNNs used for COVID-19 image segmentation

From: Convolutional neural networks for the diagnosis and prognosis of the coronavirus disease pandemic

Task Image modality Dataset Approach Reference
Segmentation CT scans COVID-19 CT with annotation, random chest CT scans COVIDSegNet, encoder and decoder, Progressive Atrous Spatial Pyramid Pooling Yan et al. [56]
Classification, segmentation X-ray, CT scan Normal, COVID-19 COVID_MTNet, transfer learning with Inception Residual Recurrent Neural Network, NABLA-N network model Alom et al. [57]
Segmentation CT scans COVID-19 VB-Net Shan et al. [58]
Segmentation CT scans COVID-19 U-Net Chen et al. [59]
Segmentation CT scans COVID-19 Inf-Net, Semi-Inf-Net Fan et al. [60]
Segmentation CT scans COVID-19 COPLE-Net Wang et al. [61]
Segmentation CT scans COVID-19 U-Net, CNN Voulodimos et al. [62]