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The BCN20000 dataset provides a comprehensive collection of dermoscopic images for training artificial intelligence models in skin cancer diagnosis. It includes a diverse range of lesions, including those in hard-to-diagnose locations, and a baseline set of classifiers based on state-of-the-art neural networks. Skin cancer is a common and deadly form of cancer, with melanoma being responsible for the majority of deaths.