Research Article
Automated Screening of COVID-19-Based Tongue Image on Chinese Medicine
Table 6
The screening results of COVID-19 based on noisy tongue images using several convolutional neural networks.
| Methods | ACC. | SEN. | SPEC. | MCC |
| Vgg16 | 0.871 | 0.781 | 0.9667 | 0.7361 | GoogLeNet | 0.9032 | 0.9688 | 0.8333 | 0.8142 | DenseNet121 | 0.9355 | 0.9688 | 0.9 | 0.8720 | ResNet18 | 0.9677 | 0.9375 | 1.0 | 0.9342 | ResNet50 | 0.9514 | 0.9688 | 0.9333 | 0.9021 | AlexNet | 0.9839 | 0.9897 | 0.9667 | 0.9672 |
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