Table 3.
Performance of the CNN1-HA model in polyp subgroup.
| Datasets | Support images | Precision | Recall | F1-score | Accuracy | AUC |
|---|---|---|---|---|---|---|
| Adenoma | 307 | 0.883 (0.847, 0.919) | 0.863 (0.825, 0.901) | 0.873 (0.836, 0.910) | 0.925 (0.896, 0.954) | 0.975 (0.963, 0.987) |
| Hyperplastic | 716 | 0.942 (0.925, 0.959) | 0.950 (0.934, 0.966) | 0.946 (0.929, 0.963) | 0.924 (0.905, 0.943) | |
| All | 1023 | 0.925 (0.909, 0.941) | 0.924 (0.908, 0.940) | 0.924 (0.908, 0.940) | 0.924 (0.908, 0.940) |
95% confidence intervals are included in brackets.
CNN1-HA model represents the ResNet-50 classifying the hyperplastic and adenomatous polyp.
Abbreviations: AUC, area under the curve.