TABLE VI. Dice Similarity Scores for the Abnormal Lung Region for Test Cases Shown in Fig. 4. The Last Row Represents the Average of These Results. The Best Results Are Shown in Bold.
| Model | UNet | ENet | UNet++ | SegNet | Attention UNet | LEDNet | DeepLabV3+ | Anam-Net (Proposed) |
|---|---|---|---|---|---|---|---|---|
| Slice No. | ||||||||
| 50 | 0.36 | 0.30 | 0.44 | 0.35 | 0.33 | 0.37 | 0.26 | 0.38 |
| 122 | 0.16 | 0.28 | 0.19 | 0.12 | 0.16 | 0.14 | 0.13 | 0.80 |
| 292 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 1.00 |
| 676 | 0.90 | 0.81 | 0.90 | 0.86 | 0.89 | 0.84 | 0.86 | 0.89 |
| Average | 0.36 | 0.35 | 0.39 | 0.33 | 0.60 | 0.34 | 0.31 | 0.77 |