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Published 2025 | Version v2
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Skin Cancer: HAM10000

  • 1. ROR icon Moffitt Cancer Center

Description

The logic to split the image dataset, containing the name "paper", was extracted from: Shetty, B., Fernandes, R., Rodrigues, A.P. et al. Skin lesion classification of dermoscopic images using machine learning and convolutional neural network. Sci Rep 12, 18134 (2022). https://doi.org/10.1038/s41598-022-22644-9.

The logic to split the image dataset, containing the name "full," means that all possible images were used to create the splits. 

Image source for the skin lesion: Tschandl, P., Rosendahl, C. & Kittler, H. The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions. Sci. Data 5, 180161 doi:10.1038/sdata.2018.161 (2018).

Files

HAM10000_full_leak.csv

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md5:d931250f516a23ba842ec393cc27e489
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Additional details

Additional titles

Alternative title
Skin Cancer MNIST: HAM10000