Table 1: Summary of publicly available dermatoscopic image datasets in comparison to HAM10000.

From: The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Dataset License Total images Pathologic verification (%) akiec bcc bkl df mel nv vasc
PH2 Research&Educationa 200 20.5% - - - - 40 160 -
Atlas No license 1024 unknown 5 42 70 20 275 582 30
ISIC 2017b CC-0 13786 26.3% 2 33 575 7 1019 11861 15
Rosendahl CC BY-NC 4.0 2259 100% 295 296 490 30 342 803 3
ViDIR Legacy CC BY-NC 4.0 439 100% 0 5 10 4 67 350 3
ViDIR Current CC BY-NC 4.0 3363 77.1% 32 211 475 51 680 1832 82
ViDIR MoleMax CC BY-NC 4.0 3954 1.2% 0 2 124 30 24 3720 54
HAM10000 CC BY-NC 4.0 10015 53.3% 327 514 1099 115 1113 6705 142
  1. a Not stated specifically on the providing website, we infer their given terms-of-use largely reflect CC BY-NC-ND 3.0.
  2. b Eight different datasets with CC-0 licensing combined as available on February 12th 2018.