Table 6.
Comparative results with related literature
| Author, Year | Region of interest | Model | Data sources | Sample | MIOU(%) |
|---|---|---|---|---|---|
| This work | pancreas | U-net | manual segmentation | 1175 | 86.02 |
| Yin Li, 2024 | nasopharyngeal carcinoma | MF-Net | manual segmentation | 321 | 75.74 |
| Zian Xu, 2024 | parotid gland | Swin MoCo with transfer | manual segmentation | 148 | 85.18 |
| Aleksandra Dzieniszewska, 2024 | Skin | ResNet18 | ISIC 2018 dataset | - | 88.0 |
| Wang L, 2023 | adenoid of nasopharynx | U-net | manual segmentation | 52 | 86.28 |
| airway of nasopharynx | 86.32 | ||||
| Shaojun Zhu, 2022 | Pterygium | Phase-fusion PSPNet | manual segmentation | 517 | 86.31 |
| Double phase-fusion PSPNet | 86.57 |