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. 2022 Apr 12;50(7):825–835. doi: 10.1007/s10439-022-02958-5

Table 3.

Classification report for ResNet50 and VGG19 with data augmentation using chest X-ray images

Classifier Patient status Precision (%) Recall (%) F1 score (%) Accuracy (%)
VGG16 Normal 99 100 100 99.35
COVID-19 100 96 98
ResNet50 Normal 98 98 98 96.77
COVID-19 88 92 90