Research Article
Research on Classification of COVID-19 Chest X-Ray Image Modal Feature Fusion Based on Deep Learning
Table 4
Convolutional neural network architecture classification evaluation index score.
| CNN | Index | Accuracy (%) | Precision (%) | Recall (%) | F1-score (%) |
| ResNet50 | 93.17 | 95.00 | 94.43 | 93.82 | ResNet152 | 93.39 | 95.87 | 94.84 | 95.11 | Xception | 94.39 | 95.79 | 93.86 | 94.46 | InceptionResNetV2 | 90.22 | 95.06 | 91.02 | 92.22 | Model 1 | 94.76 | 95.45 | 96.02 | 94.99 | Model 2 | 96.00 | 96.10 | 96.42 | 95.50 |
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