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. 2022 Sep 20;11(19):5501. doi: 10.3390/jcm11195501

Figure 1.

Figure 1

The following steps of processing in the proposed method: data acquisition, data augmentation, sample pre-processing, features extraction and binary classification of COVID-19 as positive or negative (healthy).