Research Article
An Automatic Random Walker Algorithm for Segmentation of Ground Glass Opacity Pulmonary Nodules
Table 4
Quantitative results of 10 cases using F-measure.
| ID | CT scan | Precision | Recall | F-measure |
| 1 | LIDC-IDRI-0260 | 0.9805 | 0.8653 | 0.9513 | 2 | LIDC-IDRI-0195 | 0.9509 | 0.8369 | 0.9219 | 3 | LIDC-IDRI-0060 | 0.9847 | 0.6898 | 0.8963 | 4 | LIDC-IDRI-0045 | 0.9624 | 0.8209 | 0.9256 | 5 | LIDC-IDRI-0044 | 0.9850 | 0.8845 | 0.9599 | 6 | LIDC-IDRI-0003 | 0.9521 | 0.8407 | 0.9238 | 7 | LIDC-IDRI-0186 | 0.9899 | 0.4624 | 0.7837 | 8 | LIDC-IDRI-0087 | 0.8487 | 0.8197 | 0.8418 | 9 | LIDC-IDRI-0884 | 0.9403 | 0.9214 | 0.9359 | 10 | LIDC-IDRI-0052 | 0.8395 | 0.7260 | 0.8103 | Mean std. | | 0.9434 | 0.7868 | 0.8951 | | | 0.0550 | 0.1333 | 0.0614 |
|
|