Table 1.
Description of the chest X-ray dataset showing different categories of pneumonia illnesses and the distribution of images per category, as well as the number of selected images per category.
| Pneumonia | Data Count | Selected No | Train Set | Val Set | Test Set |
|---|---|---|---|---|---|
| Atelectasis | 4999 | 2980 | 1788 | 596 | 596 |
| Bacteria | 3029 | 2980 | 1788 | 596 | 596 |
| Cardiomegaly | 10,000 | 2980 | 1788 | 596 | 596 |
| Consolidation | 10,000 | 2980 | 1788 | 596 | 596 |
| COVID-19 | 3616 | 2980 | 1788 | 596 | 596 |
| Effusion | 10,000 | 2980 | 1788 | 596 | 596 |
| Infiltration | 10,000 | 2980 | 1788 | 596 | 596 |
| Mass | 10,000 | 2980 | 1788 | 596 | 596 |
| Nodule | 10,000 | 2980 | 1788 | 596 | 596 |
| Pneumothorax | 10,000 | 2980 | 1788 | 596 | 596 |
| Healthy | 10,000 | 2980 | 1788 | 596 | 596 |
| Viral | 2983 | 2980 | 1788 | 596 | 596 |
| Total | 94,627 | 35,760 | 21,456 | 7152 | 7152 |