Figure 2

Deep learning COVID-19 lesion subtype segmentation architecture. (A) Dense-efficient deep learning architecture for the segmentation of parenchymal lesion subtypes in COVID-19 pneumonia. (B) Dense block used in both the encoding and decoding pathway of the architecture (red), ENET-style subsampling block (yellow) and transposed convolutional block (blue).