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. 2021 Mar 23;51(5):3104–3120. doi: 10.1007/s10489-021-02199-4

Fig. 5.

Fig. 5

Details representing before and after data balancing using data augmentation for the CXR dataset [Note: Labels 0, 1, and 2 represent the class names such as COVID-19, viral pneumonia, and normal samples, respectively]. a Before data balancing. b After data balancing