Machine learning improves DNA predictions for eye and hair color, but challenges remain for skin tone and facial features.
2 citations
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July 2024 in “International Journal of Cosmetic Science” Younger women are seen as more attractive and healthier, with Chinese women rated highest and South African women rated oldest and least healthy.
Accurate prediction of eye, hair, and skin color in Latin American populations requires region-specific models and ethical guidelines.
3 citations
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February 2024 in “arXiv (Cornell University)” Google Search ads effectively gathered a diverse dermatology image dataset for research and AI development.
49 citations
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June 2009 in “Seminars in Cutaneous Medicine and Surgery” The cosmetic industry should adapt to the varied beauty standards of ethnic groups and offer specialized treatments.