Research Article
Detection of COVID-19 Case from Chest CT Images Using Deformable Deep Convolutional Neural Network
Table 2
Performance results of all experiments.
| Models | Accuracy (Acc) | Specificity (Sp) | Sensitivity (Sn) | F1-score (Fs) | Precision (Pr) |
| 15-layered normal CNN | 0.924 | 0.919 | 0.929 | 0.917 | 0.905 | 15-layered deformable CNN | 0.932 | 0.882 | 0.991 | 0.929 | 0.875 | Normal ResNet-50 | 0.968 | 0.971 | 0.965 | 0.965 | 0.965 | Deformable ResNet-50 (Proposed) | 0.976 | 0.985 | 0.965 | 0.973 | 0.982 |
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