Towards Transparency in Dermatology Image Datasets with Skin Tone Annotations by Experts, Crowds, and an Algorithm
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DOI: 10.1145/3555634
Abstract: While artificial intelligence (AI) holds promise for supporting healthcare providers and improving the accuracy of medical diagnoses, a lack of transparency in the composition of datasets exposes AI models to the possibility of unintentional and… read more here.
Keywords: skin tone; transparency; dermatology; image datasets ... See more keywords