Table 3 Performance of the AI models for the testing set
AI Model | AUC (95%CI) | Cut-off | Sensitivity(%) | Specificity(%) | Accuracy (%) | p value |
|---|---|---|---|---|---|---|
Detection | ||||||
MobileNet_448 | 0.999(0.997-1.000) | 0.985 | 99.9 | 99.7 | 99.8 | Na |
DenseNet121_448 | 0.999(0.998-1.000) | 0.676 | 99.7 | 99.6 | 99.6 | >0.05 |
Classification | ||||||
MobileNet_448 | 0.837(0.810–0.863) | 0.489 | 70.5 | 80.3 | 74.6 | Na |
DenseNet121_448 | 0.738(0.705–0.771) | 0.441 | 68.8 | 68.9 | 68.9 | <0.05 |