Table 1.
Comparative outcomes of the proposed strategy and recently published studies.
| Method | ACC | TPR | TNR | PPV | FPR |
|---|---|---|---|---|---|
| Deep membrane [4] | 92.4% | 97.3% | 69.2% | 93.8% | 84.4% |
| Improved U-NET [6] | 92.4% | 96.8% | 70.3% | 94.3% | 81.3% |
| PCNN model [2] | 91% | 97.8% | 66.7% | 92.7% | 87.5% |
| Ant colony algorithm [73] | 84.3% | 93.9% | 46.7% | 87.5% | 65.6% |
| Pixel-based Segmentation [1] | 84.8% | 93.4% | 47.6% | 88.5% | 62.5% |
| Artificial Neural Network [74] | 83.4% | 93.8% | 44.7% | 86.5% | 65.6% |
| Morphological Watershed [75] | 85.2% | 94.4% | 48.9% | 88% | 68.8% |
| Presented FCM | 80.3% | 93% | 38.5% | 83.3% | 62.5% |
| Presented FCM+GA | 95% | 97.9% | 80% | 96.4% | 85.4% |