Table 1.
A subset of papers identified through the PRISMA process that used publicly available skin lesion datasets. We have attempted to select a subset that spans the majority of the skin lesion datasets used in the full list of identified papers. (C: Clinical images, D: Dermoscopic images)
| Author | Year | Dataset | Image |
|---|---|---|---|
| Mendonça et al [43] | 2013 | PH2 | D |
| Saez et al [44] | 2014 | Interactive Atlas of Dermoscopy | D |
| Sun et al [45] | 2016 | SD-198 | C |
| Liao et al [46] | 2016 | AtlasDerm / Danderm / DermIS / Dermnet / Derma / DermQuest (Derm101) | D |
| Kawahara et al [47] | 2016 | Dermofit Image Library | D |
| Ge et al [48] | 2017 | MoleMap / ISBI-2016 | D |
| Lopez et al [49] | 2017 | Dermofit Image Library / Dermnet / ISBI 2016 Challenge | D |
| Kawahara et al [50] | 2018 | 7-point checklist | C |
| Han et al [51] | 2018 | Asan Dataset / MED-NODE | C |
| Gutman et al. [52] | 2018 | ISIC-MSK-2 | D |
| Han et al [53] | 2018 | Edinburgh Dermofit Image Library / Hallym | C/ D |
| Shoieb and Youssef [54] | 2018 | DermQuest / MED-NODE / DermIS | C/ D |
| Goyal et al [55] | 2018 | ISBI 2017 / PH2 / HAM10000 | D |
| Mendes and da Silva [56] | 2018 | MED-NODE / Atlas / Edinburgh | C/ D |
| Gonzalez-Diaz [57] | 2018 | 2017 ISBI challenge / EDRA / ISIC Archive | D |
| Yang et al [58] | 2019 | SD-198 / SD-260 | |
| Brinker TJ et al [59] | 2019 | MClass-D | C |
| Combalia et al [60] | 2019 | BCN20000 | D |
| Xie et al [61] | 2019 | XiangyaDerm | C |
| He et al [62] | 2019 | Skin-10 / Skin-100 | C |
| Pacheco et al [36] | 2020 | PAD-UFES-20 | C |
| Han et al [63] | 2020 | SNU / Edinburgh | C |
| Han et al [63] | 2020 | Normal / Web | C |
| Milantev et al [64] | 2020 | SD-198 / MED-NODE / PH2 / SKINL2v2 / Seven-Point / Light Field Image | C/ D |
| Andrade et al [65] | 2020 | SMARTSKINS / Dermofit Image Library | C |
| Zhang et al [66] | 2020 | Skin-Cancer-Detection (SCD) / ISIC 2018 | D |
| Hasan et al [67] | 2021 | Skin Cancer Benign vs. Malignant | D |
| Abhishek et al [68] | 2021 | Interactive Atlas of Dermoscopy / MClass-D | D |
| Maron et al [69] | 2021 | HAM10000 / PH2 / SKINL2 / BCN20000/ PROP | D |
| Krohling et al [70] | 2021 | PAD-UFES-20 | C |
| Yao et al [71] | 2021 | ISIC 2018 / Seven-Point Criteria Evaluation (7-PT) | C/ D |
| Groh et al [26] | 2021 | Fitzpatrick 17 k | C |
| Abbas et al [72] | 2021 | Yonsei University Hospital | D |
| Ali et al [73] | 2022 | Monkeypox Skin Lesion Dataset (MSLD) | C |
| Alenezi et al [74] | 2023 | ISIC-2019, 2020 | D |