Research Article
Deep Learning-Assisted Efficient Staging of SARS-CoV-2 Lesions Using Lung CT Slices
Table 4
Performance measures of the pretrained transfer learning model considered for the classification of a testing dataset.
| | Model | Sensitivity (%) | Specificity (%) | Accuracy (%) | Positive predictive value (%) | Negative predictive value (%) | F1-score (%) |
| | SqueezeNet | 88.8 | 96.2 | 91.1 | 96.6 | 94.4 | 88.3 | | ResNet18 | 91.9 | 97.3 | 92.2 | 97.3 | 95.9 | 91.9 | | ResNet101 | 91.6 | 96.9 | 92.2 | 96.5 | 95.3 | 91.6 | | ResNet50 | 96.6 | 98.9 | 99.6 | 98.9 | 98.4 | 96.2 |
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