Article

Skin Type Diversity: a Case Study in Skin Lesion Datasets

2023-07-14

Abstract excerpt

<title>Abstract</title> <p>Inadequate skin type diversity, leading to racial bias, is a widespread problem in datasets involving human skin. For example, skin lesion datasets used for training deep learning-based models can lead to low accuracy for darker skin types, which are typically under-represented in these datasets. This issue has been discussed in previous works; however,skin type diversity of datasets an...

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Literature Corpus work: 4e9a7956-aef1-59ca-974c-d9194fba58b6
DOI: 10.21203/rs.3.rs-3160120/v1

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