Table 7.
Vision transformer classification
| Pathology | Precision | Recall | F1 Score | Support |
|---|---|---|---|---|
| No Finding | 0.50 | 0.44 | 0.42 | 728 |
| Enlarged Cardiom | 0.00 | 0.00 | 0.00 | 794 |
| Cardiomengaly | 0.54 | 0.49 | 0.51 | 1278 |
| Lung Opacity | 0.63 | 0.78 | 0.68 | 3950 |
| Lung Lesion | 1.00 | 0.00 | 0.01 | 354 |
| Edema | 0.60 | 0.61 | 0.62 | 2358 |
| Consolidation | 0.39 | 0.09 | 0.14 | 1485 |
| Pneumonia | 0.32 | 0.11 | 0.12 | 852 |
| Atelectasis | 0.47 | 0.35 | 0.40 | 2341 |
| Pneumothorax | 0.58 | 0.33 | 0.39 | 935 |
| Pleural Effusioin | 0.75 | 0.70 | 0.73 | 3463 |
| Pleural Other | 0.00 | 0.00 | 0.00 | 247 |
| Fracture | 0.32 | 0.02 | 0.04 | 355 |
| Support Devices | 0.80 | 0.79 | 0.72 | 4251 |