Deep Learning of the Retina Enables Phenome- and Genome-wide Analyses of the Microvasculature.
Zekavat SM, Raghu VK, Trinder M et al.
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Abstract
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The microvasculature, the smallest blood vessels in the body, has key roles in maintenance of organ health and tumorigenesis. The retinal fundus is a window for human in vivo noninvasive assessment of the microvasculature. Large-scale complementary machine learning-based assessment of the retinal vasculature with phenome-wide and genome-wide analyses may yield new insights into human health and disease.
38,932 British ancestry individuals
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