Table 10.
The comparative study of the proposed segmentation performance (%) on ISBI 2017 dataset.
| References | Year | Dataset | Acc | Sen | Spe | Jac | Dic |
|---|---|---|---|---|---|---|---|
| Yuan et al. (CDNN) [68] Lin et al. (U-Net) [58] Bi et al.(ResNets) [63] Li et al. [65] Al-Masni et al. [66] Bi et al. [64] Soudani et al. [59] Unver etal. [69] Xie et al. [60] Akram et al. [61] Hasan et al. [62] Al-Masni et al. [67] |
2017 2017 2017 2018 2018 2019 2019 2019 2020 2020 2020 2020 |
ISBI 2017 ISBI 2017 ISBI 2017 ISBI 2017 ISBI 2017 ISBI 2017 ISBI 2017 ISBI 2017 ISBI 2017 ISBI 2017 ISBI 2017 ISBI 2017 |
93.4 - 93.4 93.2 94.03 94.08 94.95 93.39 94.7 95.9 95.3 81.57 |
82.5 - 80.2 82 85.4 86.2 85.87 90.82 87.4 - 87.5 75.67 |
97.5 - 98.5 97.8 96.69 96.17 95.66 92.68 96.8 - 95.5 80.62 |
76.5 62.00 76 76.2 77.11 77.73 78.92 74.81 80.4 - - - |
84.9 77.00 84.4 84.7 87.08 85.66 88.12 84.26 87.8 - - - |
| Proposed Method | 2020 | ISBI 2017 | 97.33 | 91.45 | 98.76 | 86.99 | 93.04 |