Table 1.
Summary of all the discussed datasets.
| Nevus or Atypical Nevus |
Common Nevus |
Melanoma | Seborrheic Keratosis |
Basal Cell Carcinoma |
Dermatofibroma | Actinic Keratosis |
Vascular Lesion or Hemangioma |
Squamous Cell Carcinoma |
Intraepithelial Carcinoma |
Pyogenic Granuloma |
Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MedNode | 100 | - | 70 | - | - | - | - | - | - | - | - | 170 |
| Dermis | 26 | - | 43 | - | - | - | - | - | - | - | - | 69 |
| DermQuest | 61 | - | 76 | - | - | - | - | - | - | - | - | 137 |
| Ph2 | 80 | 80 | 40 | - | - | - | - | - | - | - | 200 | |
| ISIC 2016 | 726 | - | 173 | - | - | - | - | - | - | - | - | 899 |
| ISIC 2017 | 1372 | - | 374 | 254 | - | - | - | - | - | - | - | 2000 |
| ISIC 2018 | 6705 | - | 1113 | 1099 | 514 | 115 | 327 | 142 | - | - | - | 10,015 |
| ISIC 2019 | 12,875 | - | 4522 | 2624 | 3323 | 239 | 867 | 253 | 628 | 25,331 | ||
| Dermofit | 331 | - | 76 | 257 | 239 | 65 | 45 | 97 | 88 | 78 | 24 | 1300 |
| EDRA | 560 | 55 | 196 | 45 | 42 | 20 | - | 29 | - | 64 | - | 1011 |
| ISIC2020 | 46 | 5193 | 584 | 135 | 7 | - | 37 | - | - | - | - | 6002 |