Table 4.
Details of false negative images by DCNN model and endoscopists.
| Internal test set | External test set | |||
|---|---|---|---|---|
| Cause | DCNN, n (%) | Endoscopists, total n (%) | DCNN, n (%) | Endoscopists, totaln (%) |
| Total number | 72 | 562 | 19 | 190 |
| Small (< 10mm) | 28 (38.88) | 112 (19.93) | 4 (21.05) | 16 (8.42) |
| visual angle | 18 (25) | 50 (8.90) | 1 (5.3) | 2 (1.05) |
| Distant | 12 (16.67) | 90 (16.01) | 3 (15.79) | 12 (6.32) |
| Tangential Line | 5 (6.94) | 12 (2.14) | 2 (10.53) | 4 (2.1) |
| Ulcer | 4 (5.56) | 91 (16.19) | 3 (15.79) | 28 (14.74) |
| Adenoma-like | 2 (2.78) | 16 (2.85) | 1 (5.3) | 4 (2.1) |
| Inflammation-like | 2 (2.78) | 184 (32.74) | 2 (10.53) | 108 (56.84) |
| Blood | 1 (1.39) | 2 (0.36) | 1 (5.3) | 6 (3.16) |
| Scar-like | 0 (0) | 5 (0.89) | 0 (0) | 5 (2.63) |
| Others | 0 (0) | 0 (0) | 2 (10.53) | 5 (2.63) |