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. 2022 Dec 16;33(6):4280–4291. doi: 10.1007/s00330-022-09335-9

Fig. 2.

Fig. 2

Overview of the proposed CT classification workflow. A CT scan is used as input. A deep learning-based lung segmentation model segments the lungs, which are used to mask out the lung regions. A COVID-19 classification model takes as input the masked lungs and provides a classification either as COVID-19 or as CAP