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. 2022 Aug 27;211:118576. doi: 10.1016/j.eswa.2022.118576

Table 4.

Values of performance measures of different models with augmentation.

Type Precision
Recall
ChestX-Ray6 VGG ResNet DenseNet MobileNet ChestX-Ray6 VGG ResNet DenseNet MobileNet
Normal 0.89 0.73 0.64 0.69 0.76 0.99 0.95 0.95 0.94 0.95
Pneumonia 0.98 0.97 0.95 0.94 0.98 0.97 0.96 0.91 0.91 0.95
COVID19 0.63 0.79 0.58 0.8 0.74 0.96 0.54 0.5 0.71 0.61
Cardiomegaly 0.68 0.62 0.56 0.52 0.59 0.63 0.59 0.45 0.6 0.5
Lung Opacity 0.54 0.47 0.45 0.48 0.45 0.50 0.39 0.51 0.41 0.39
Pleural 0.56 0.5 0.5 0.58 0.52 0.51 0.43 0.22 0.36 0.49
Average 0.72 0.68 0.61 0.67 0.67 0.76 0.64 0.59 0.65 0.65