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The comparative experimental results of different methods
| Results | Chen [29] | Zheng [33] | Jin [28] | Jin [30] | Wang [26] | Ying [33] | Xu [23] | Li [32] | Shi [34] | Tang [31] | This Method |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Accuracy | 95.2% | NA | 95.0% | NA | 82.9% | 86.0% | 86.7% | NA | 87.9% | 87.5% | 98.0% |
| Sensitivity | 100.0% | 90.7% | 94.1% | 94.7% | 84.0% | 93.0% | NA | 90.0% | 90.7% | 93.3% | 99.0% |
| Specificity | 93.6% | 91.1% | 95.5% | 92.2% | 80.5% | NA | NA | 96.0% | 83.3% | 74.5% | 94.9% |
| Method | Unet++ | U-Net +CNN | CNN | Unet++ +CNN | CNN | ResNet-50 | CNN | ResNet-50 | RF | RF | SRGAN +VGG16 |
