Table 3.
Critical finding | Displayed by model | Radiologist agreed with finding (%) | Radiologist rejected finding (%) | Added in by radiologist | Missed by radiologist |
Acute aortic syndrome | 2 | 2.0 (100.0) | 0 (0.0) | 0 | 0 |
Acute humerus fracture | 5 | 5 (100.0) | 0 (0.0) | 0 | 0 |
Acute rib fracture | 54 | 39 (72.2) | 15 (27.8) | 0 | 5 |
Cardiomegaly | 1008 | 979 (97.1) | 29 (2.9) | 0 | 0 |
Cavitating mass | 14 | 13 (92.9) | 1 (7.1) | 0 | 0 |
Cavitating mass internal content | 6 | 5 (83.3) | 1 (16.7) | 0 | 0 |
Diffuse airspace opacity | 13 | 13 (100.0) | 0 (0.0) | 0 | 0 |
Diffuse lower airspace opacity | 153 | 148 (96.7) | 5 (3.3) | 0 | 0 |
Diffuse perihilar airspace opacity | 45 | 45 (100.0) | 0 (0.0) | 0 | 0 |
Diffuse upper airspace opacity | 2 | 2 (100.0) | 0 (0.0) | 0 | 0 |
Focal airspace opacity | 341 | 321 (94.1) | 20 (5.9) | 0 | 2 |
Hilar lymphadenopathy | 8 | 6 (75.0) | 2 (25.0) | 0 | 0 |
Inferior mediastinal mass | 8 | 7 (87.5) | 1 (12.5) | 0 | 0 |
Loculated effusion | 87 | 80 (92.0) | 7 (8.0) | 0 | 1 |
Lung collapse | 11 | 10 (90.9) | 1 (9.1) | 0 | 0 |
Malpositioned CVC | 85 | 78 (91.8) | 7 (8.2) | 0 | 1 |
Malpositioned ETT | 52 | 43 (82.7) | 9 (17.3) | 0 | 0 |
Malpositioned NGT | 39 | 31 (79.5) | 8 (20.5) | 0 | 0 |
Malpositioned PAC | 13 | 9 (69.2) | 4 (30.8) | 0 | 0 |
Multifocal airspace opacity | 125 | 120 (96.0) | 5 (4.0) | 0 | 1 |
Multiple pulmonary masses | 43 | 38 (88.4) | 5 (11.6) | 0 | 0 |
Pneumomediastinum | 5 | 5 (100.0) | 0 (0.0) | 1 | 0 |
Pulmonary congestion | 220 | 215 (97.7) | 5 (2.3) | 1 | 0 |
Segmental collapse | 292 | 290 (99.3) | 2 (0.7) | 0 | 1 |
Shoulder dislocation | 1 | 0 (0.0) | 1 (100.0) | 0 | 0 |
Simple effusion | 687 | 650 (94.6) | 37 (5.4) | 0 | 1 |
Simple pneumothorax | 90 | 77 (85.6) | 13 (14.4) | 1 | 1 |
Single pulmonary mass | 41 | 38 (92.7) | 3 (7.3) | 1 | 1 |
Single pulmonary nodule | 105 | 95 (90.5) | 10 (9.5) | 3 | 5 |
Subcutaneous emphysema | 53 | 51 (96.2) | 2 (3.8) | 0 | 1 |
Subdiaphragmatic gas | 7 | 7 (100.0) | 0 (0.0) | 1 | 0 |
Superior mediastinal mass | 37 | 32 (86.5) | 5 (13.5) | 0 | 0 |
Tension pneumothorax | 11 | 7 (63.6) | 4 (36.4) | 0 | 0 |
Tracheal deviation | 133 | 133 (100.0) | 0 (0.0) | 0 | 0 |
Total | 3796 | 3594 (94.7) | 202 (5.3) | 8 | 20 |
Percentages (%) represent the associated value as a proportion of the total number of findings displayed by the model.
CVC, Central venous catheter; ETT, Endotracheal tube; NGT, Nasogastric tube; PAC, Pulmonary artery catheter.