Table 1 Accuracy metrics
Label | Number of images | Precision | Recall |
|---|---|---|---|
Normal | 305 | 70.8% | 60.7% |
Pathology | 332 | 75.6% | 75.6% |
Artifact | 303 | 55.3% | 63.6% |
Cardiomegaly | 43 | 100% | 0% |
Collapse | 21 | 100% | 0% |
Consolidation | 84 | 100% | 0% |
Costophrenic_Angle_Blunted | 31 | 100% | 0% |
Fibrosis | 61 | 100% | 0% |
Hilar_Prominence | 42 | 100% | 0% |
Midinspiratory | 43 | 100% | 0% |
Nodular_Opacities | 39 | 100% | 0% |
Other_Pathology | 37 | 100% | 0% |
Pleural_Effusion | 56 | 100% | 0% |
Prominent_BV_Markings | 27 | 100% | 0% |
Rotated | 165 | 33.3% | 5.9% |