Robust and efficient computation of retinal fractal dimension through deep approximation. (arXiv:2207.05757v1 [q-bio.QM])

A retinal trait, or phenotype, summarises a specific aspect of a retinal
image in a single number. This can then be used for further analyses, e.g. with
statistical methods. However, reducing an aspect of a complex image to a
single, meaningful number is challenging. Thus, methods for calculating retinal
traits tend to be complex, multi-step pipelines that can only be applied to
high quality images. This means that researchers often have to discard
substantial portions of the available data. We …

approximation arxiv bio computation fractal