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. 2022 Dec 6;13:1057800. doi: 10.3389/fphys.2022.1057800

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)