Research Article
Deep Learning-Assisted Efficient Staging of SARS-CoV-2 Lesions Using Lung CT Slices
Table 3
Performance measures of the pretrained transfer learning model considered for the classification of the training dataset.
| | Model | Sensitivity (%) | Specificity (%) | Accuracy (%) | Positive predictive value (%) | Negative predictive value (%) | F1-score (%) |
| | SqueezeNet | 91.9 | 97 | 92.7 | 97.3 | 95.5 | 90.8 | | ResNet18 | 96.4 | 98.8 | 96.5 | 98.8 | 98.2 | 96.4 | | ResNet101 | 97.5 | 99.1 | 97.5 | 99.1 | 98.7 | 97.5 | | ResNet50 | 98.8 | 99.6 | 98.8 | 99.6 | 99.2 | 98.7 |
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