Here authors show that machine learning derives the degree of background retinal pigmentation with more nuance than self-described ethnicity. Retinal pigment scores are associated with genes linked to melanin and may improve algorithmic fairness.
- Anand E. Rajesh
- Abraham Olvera-Barrios
- Yalin Zheng