Table 3.
Summary of biomedical image segmentation datasets used in our experiments.
| Applications | Images | Input size | Modality | Provider |
|---|---|---|---|---|
| EM | 30 | 512 × 512 | Microscopy | ISBI 2012 (Cardona et al., 2010) |
| BUL | 163 | 128 × 128 | Ultrasound | Breast Ultrasound Lesions Dataset (Yap et al., 2017) |
| CXR | 704 | 128 × 128 | X-ray | Chest X-ray Database (Candemir et al., 2013; Jaeger et al., 2013) |
| SL | 2594 | 256 × 256 | Demoscopy | ISIC 2018 (Tschandl et al., 2018; Codella et al., 2019) |
| NS | 30 | 512 × 512 | Digitize | Kaggle |