Table 3.
Statistical segmentation quality measurement by using MosMedData[63] of the proposed against to state-of-the-art segmentation methods. The best results are shown in red.
| Methods | Dice (SDC) ↑ | Jaccard ↑ | Hausdorff |
|---|---|---|---|
| Proposed | 0.74 | 0.61 | 1.62 |
| Active Contour [49] | 0.32 | 0.29 | 3.23 |
| GraphCut [50] | 0.36 | 0.39 | 3.62 |
| ResNet [51] | 0.43 | 0.41 | 3 |
| Robust Threshold [52], [53] | 0.53 | 0.44 | 2.1 |
| Gated-UNet [60] | 0.44 | – | – |
| Dense-UNet [61] | 0.41 | – | – |
| Tunable Weka [54] | 0.54 | 0.53 | 3.68 |
| BiSe-Net[62] | 0.7 | – | – |
| A-COVID LIRS&M [8] | 0.71 | 0.57 | – |