Article

Ethnicity is not biology: retinal pigment score to evaluate biological variability from ophthalmic imaging using machine learning

2023-07-06

Abstract excerpt

<h4>Background</h4> Few metrics exist to describe phenotypic diversity within ophthalmic imaging datasets, with researchers often using ethnicity as an inappropriate marker for biological variability. <h4>Methods</h4> We derived a continuous, measured metric, the retinal pigment score (RPS), that quantifies the degree of pigmentation from a colour fundus photograph of the eye. RPS was validated using two large epi...

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Literature Corpus work: bf35b4aa-1f97-5bfc-8a53-8f859c50a36a
DOI: 10.1101/2023.06.28.23291873

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