Table 4.
Description of Trial 2 to Trial 6 for detecting multiple lung diseases.
| Trial Number | Number of Classes | Disease Names | Training Images | Testing Images |
|---|---|---|---|---|
| Trial 2 | 14 | Atelectasis | 3,372 | 843 |
| Cardiomegaly | 874 | 219 | ||
| Effusion | 3,164 | 791 | ||
| Infiltration | 7,637 | 1,910 | ||
| Mass | 1,711 | 428 | ||
| Nodule | 2,164 | 541 | ||
| Pneumonia | 258 | 64 | ||
| Pneumothorax | 1,755 | 439 | ||
| Consolidation | 1,048 | 262 | ||
| Edema | 502 | 126 | ||
| Emphysema | 714 | 178 | ||
| Fibrosis | 582 | 145 | ||
| Pleural Thickening | 901 | 225 | ||
| Hernia | 88 | 22 | ||
| Total | 24,770 | 6,139 | ||
| Trial 3 | 4 | Normal | 8,153 | 2,039 |
| COVID-19 | 3,354 | 838 | ||
| Bacterial Pneumonia | 2,222 | 555 | ||
| Viral Pneumonia | 1,194 | 299 | ||
| Total | 14,923 | 3,731 | ||
| Trial 4 | 3 | Normal | 8,153 | 2,039 |
| Pneumonia | 1,194 | 299 | ||
| COVID-19 | 3,354 | 838 | ||
| Total | 12,701 | 3,176 | ||
| Trial 5 | 2 | Normal | 8,153 | 2,039 |
| COVID-19 | 3,354 | 838 | ||
| Total | 11,507 | 2,877 | ||
| Trial 6 | 2 | Normal | 8,153 | 2,039 |
| Tuberculosis | 829 | 207 | ||
| Total | 8,982 | 2,246 | ||