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Classification results of the different segmentation methods (leave-half-case-out).
| Segmentation method | Classification model | Accuracy (%) | Sensitivity (%) | Specificity (%) |
|---|---|---|---|---|
| FCM | Fisher | 79.5 | 87.7 | 57.1 |
| SVM | 74.4 | 82.5 | 52.4 | |
|
| ||||
| FCM-GVF-snake | Fisher | 80.8 | 86.0 | 66.7 |
| SVM | 82.1 | 86.0 | 71.4 | |
|
| ||||
| CV-level set | Fisher | 91.0 | 96.5 | 76.2 |
| SVM | 92.3 | 98.2 | 76.2 | |
