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Statistical and topological summaries aid disease detection for segmented retinal vascular images

Statistical and topological summaries aid disease detection for segmented retinal vascular images

Abstract Objective Disease complications can alter vascular network morphology and disrupt tissue functioning. Microvascular diseases of the retina are assessed by visual inspection of retinal images, but this can be challenging when diseases exhibit silent symptoms or patients cannot attend inā€person meetings. We examine the performance of machine learning algorithms ā€¦