Table 1 Dataset details showcasing the number of samples from each class in each split with individual classes being Melanoma (MEL), Melanocytic nevus (NV), Basal cell carcinoma (BCC), Actinic keratosis (AK), Benign keratosis (BKL), Dermatofibroma (DF), Vascular lesion (VASC), Squamous cell carcinoma (SCC), and Seborrheic Keratosis (SEK).
From: Multimodal dual-stage feature refinement for robust skin lesion classification
Dataset | Total images | Split | BCC | SEK | ACK/AK | SCC | NEV/NV | MEL | BKL | DF | VASC |
|---|---|---|---|---|---|---|---|---|---|---|---|
PAD-UFES20 | 2298 | Train | 563 | 157 | 486 | 128 | 163 | 35 | – | – | – |
Test | 141 | 39 | 122 | 32 | 40 | 9 | – | – | – | ||
Val | 141 | 39 | 122 | 32 | 41 | 8 | – | – | – | ||
ISIC-2019 | 22480 | Train | 2337 | – | 591 | 458 | 7642 | 3171 | 1667 | 168 | 151 |
Test | 646 | – | 182 | 121 | 2119 | 832 | 489 | 47 | 60 | ||
Val | 262 | – | 72 | 43 | 871 | 343 | 177 | 20 | 11 |
