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. 2020 Aug 1;20:100405. doi: 10.1016/j.imu.2020.100405

Table 5.

Comparison table of available deep learning approaches with our proposed framework (Faster R–CNN).

Method Accuracy % F1 Score % Specificity % Precision % Sensitivity %
DenseNet 92.64 95.72 77.42 96.45 95.00
ResNet50 89.61 93.94 67.74 94.90 93.00
InceptionV3 88.74 93.33 74.19 95.79 91.00
AlexNet 90.50 94.63 71.43 96.86 92.50
Faster R–CNN (Proposed) 97.36 98.46 95.48 99.29 97.65