Table 3.
The error and difference between the lung segment and the scan range selected by the technologist (Human) and DL network
Center | Superior error (mm) | Inferior error (mm) | ||||||
---|---|---|---|---|---|---|---|---|
Human | Deep AP | Deep Lateral | Deep Both | Human | Deep AP | Deep Lateral | Beep Both | |
C1 | 16.9 ± 7.9 | − 0.3 ± 1.7 | 0.7 ± 2.2 | − 0.1 ± 1.0 | 41.7 ± 35.5 | 2.3 ± 9.5 | − 2.46 ± 9.9 | − 1.5 ± 5.5 |
C2 | 6.3 ± 2.2 | − 0.1 ± 0.5 | − 0.1 ± 0.6 | − 0.1 ± 0.3 | 5.3 ± 4.5 | 0.4 ± 1.6 | − 0.54 ± 0.8 | − 0.1 ± 0.6 |
C3 | 33.3 ± 19.7 | − 0.3 ± 3.4 | − 0.6 ± 3.8 | 0.1 ± 1.9 | 55.2 ± 32.7 | 0.0 ± 10.7 | − 7.36 ± 10.2 | − 2.4 ± 6.8 |
C4 | 29.2 ± 11.6 | 0.0 ± 2.2 | − 0.2 ± 2.6 | − 0.1 ± 1.5 | 34.2 ± 22.3 | 1.0 ± 8.5 | − 3.06 ± 6.8 | − 1.5 ± 4.8 |
C5 | 26.2 ± 12.6 | 0.4 ± 2.2 | 1.0 ± 3.0 | 0.3 ± 1.8 | 43.7 ± 22.6 | 3.8 ± 9.3 | − 1.96 ± 7.0 | − 0.2 ± 4.3 |
C6 | 33.1 ± 12.9 | − 0.3 ± 2.6 | − 0.8 ± 2.9 | − 0.5 ± 1.7 | 41.3 ± 21.1 | 2.3 ± 10.7 | − 3.06 ± 5.5 | − 1.3 ± 3.9 |
C7 | 29.6 ± 10.3 | − 0.1 ± 2.7 | 0.4 ± 2.9 | 0.1 ± 1.9 | 34.8 ± 23.6 | 0.3 ± 7.5 | − 2.66 ± 5.4 | − 1.8 ± 4.1 |
C8 | 21.7 ± 10.2 | 0.1 ± 2.5 | 0.5 ± 2.8 | 0.1 ± 1.7 | 22.1 ± 16.0 | 0.9 ± 5.7 | − 3.76 ± 7.1 | − 1.3 ± 3.0 |
C9 | 26.0 ± 9.2 | − 0.4 ± 3.1 | − 0.7 ± 3.7 | − 0.3 ± 2.2 | 38.1 ± 21.0 | 3.8 ± 11.1 | − 3.36 ± 6.9 | − 0.9 ± 4.1 |
C10 | 23.7 ± 12.3 | − 0.2 ± 1.7 | − 0.3 ± 1.6 | − 0.1 ± 0.9 | 39.7 ± 28.0 | 0.9 ± 7.4 | − 2.06 ± 5.9 | − 1.4 ± 2.9 |
D1 | 29.7 ± 13.4 | 0.3 ± 1.8 | 0.5 ± 2.1 | 0.2 ± 1.3 | 26.0 ± 19.8 | 0.3 ± 7.1 | − 3.36 ± 5.9 | − 1.1 ± 3.9 |
D2 | 36.1 ± 12.8 | − 0.3 ± 2.5 | 0.2 ± 3.9 | − 0.2 ± 1.5 | 40.8 ± 24.8 | 0.3 ± 7.4 | − 3.26 ± 6.1 | − 1.3 ± 3.8 |
D3 | 21.9 ± 10.4 | − 0.2 ± 1.6 | 0.7 ± 2.5 | 0.0 ± 1.0 | 39.3 ± 38.2 | − 1.2 ± 08 | − 2.96 ± 11.3 | − 2.0 ± 4.4 |
C9-Scout view | 26.0 ± 9.2 | − 0.7 ± 4.08 | 38.1 ± 21.0 | 0.01 ± 14.97 | ||||
C8-Scout view | 21.7 ± 10.2 | − 1.0 ± 3.20 | 38.1 ± 21.0 | 0.0 ± 9.40 | ||||
C4-Scout view | 29.2 ± 11.6 | 0.3 ± 5.80 | 34.2 ± 22.3 | 0.1 ± 10.60 |
The bolded cells reflect the results of delimitation by means of AP projections for the same centers where AP scout-views
The negative values indicate missing the lung, whereas the positive values indicate overscanning. The last row is for the results of fine-tuning the network on AP scout-view images for center C9