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A CNN based skin lesion identification using the HAM10000 dataset

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Skin lesion identification based on dermoscopy images

Goal

Submit automated predictions of disease classification within dermoscopic images.

Possible disease categories are:

  • Melanoma
  • Melanocytic nevus
  • Basal cell carcinoma
  • Actinic keratosis / Bowen’s disease (intraepithelial carcinoma)
  • Benign keratosis (solar lentigo / seborrheic keratosis / lichen planus-like keratosis)
  • Dermatofibroma
  • Vascular lesion

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A CNN based skin lesion identification using the HAM10000 dataset

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