Skin color evaluation contributes to assessment of an individual's cutaneous phenotype.
Skin color changes provide important clues to disease progression or treatment response …

Skin color diversity is the most variable and noticeable phenotypic trait in humans resulting
from constitutive pigmentation variability. This paper will review the characterization of skin …

Face recognition technology has recently become controversial over concerns about
possible bias due to accuracy varying based on race or skin tone. We explore three …

Consumer wearables are devices used for tracking activity, sleep, and other health-related
outcomes (eg Apple Watch, Fitbit, Samsung, Basis, Mio, PulseOn, Whoop). Wearables …

Harmful consequences of sun exposure range from sunburn, photoageing and pigmentary
disorders to skin cancer. The incidence and extent of these detrimental effects are largely …

This paper strives to measure apparent skin color in computer vision, beyond a
unidimensional scale on skin tone. In their seminal paper Gender Shades, Buolamwini and …

Explaining deep learning model inferences is a promising venue for scientific
understanding, improving safety, uncovering hidden biases, evaluating fairness, and …

Discussion Skin cancers are relatively uncommon in patients with skin of color; however, the
large disparities in patient outcomes, particularly for melanoma, make them an important …

Importance Determining Fitzpatrick skin phototypes (FST) allows physicians to assess a
person's risk of developing sunburn and, by extension, the need for sun protection to prevent …

The skin constitutive pigmentation is given by the amount of melanin pigment, its relative
composition (eu/pheomelanin) and distribution within the epidermis, and is largely …