TABLE 4.
Consistency between nnU-Net model and physicians in evaluating carotid artery stenosis degree in training and validation sets.
| No. (%) | Assessed by nnU-Net model | Kappa coefficient | p value | ||||
|---|---|---|---|---|---|---|---|
| No stenosis | Mild stenosis | Moderate stenosis | Severe stenosis | ||||
| Training set (N = 70) | |||||||
| Assessed by physicians | No stenosis | 31 (44.3) | 1 (1.4) | 0 (0.0) | 0 (0.0) | 0.874 | <0.001 |
| Mild stenosis | 0 (0.0) | 16 (22.9) | 1 (1.4) | 0 (0.0) | |||
| Moderate stenosis | 0 (0.0) | 3 (4.3) | 12 (17.1) | 0 (0.0) | |||
| Severe stenosis | 0 (0.0) | 0 (0.0) | 1 (1.4) | 5 (7.1) | |||
| Validation set (N = 23) | |||||||
| Assessed by physicians | No stenosis | 13 (56.5) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0.930 | <0.001 |
| Mild stenosis | 0 (0.0) | 3 (13.0) | 1 (4.3) | 0 (0.0) | |||
| Moderate stenosis | 0 (0.0) | 0 (0.0) | 3 (13.0) | 0 (0.0) | |||
| Severe stenosis | 0 (0.0) | 0 (0.0) | 0 (0.0) | 3 (13.0) | |||