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. 2022 Aug 30;11(17):5102. doi: 10.3390/jcm11175102

Table 6.

Specifications of the largest open access skin lesion datasets in the literature and related studies.

Dataset Study Type Comparison with
Dermatologists
Dataset Size Class Size Dermatologists
Number
Hybrid 1 * [16] Clinic Yes 129,450 9 2
Hybrid 2 ** [42] Clinic Yes 19,398 12 16
PH2 [43] Dermoscopic No 200 3 -
ISIC 2016 [44,45] Dermoscopic Yes 1279 3 8
ISIC 2017 [46] Dermoscopic No 2750 3 -
ISIC 2018 [19,47,48] Dermoscopic Yes 10,015 7 511
ISIC 2019 [19,20] Dermoscopic No 25,331 8 -
ISIC 2020 [17] Dermoscopic No 33,126 2 -
Mobile Dermoscopy Own Dermoscopic No 1644 8 -

* ISIC Dermoscopic Archive, the Edinburgh Dermofit Library and Stanford Hospital. ** Asan, MED-NODE dataset and atlas site images.