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Showing 1 to 2 of 2 for “"Image Grading"”.
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A Deep Learning Based Pipeline for Image Grading of Diabetic Retinopathy
… a research framework using advanced retina image processing, deep learning, and a boosting algorithm for high-performance DR grading. First, we preprocess the retina image datasets to highlight signs of DR, then follow by a convolutional neural network to extract features of retina images, …
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Artifact removal in digital retinal images
… of visual impairment. As much as 20% of retinal images collected in the population are affected by artifacts, that render them ungradable both by expert graders and by the more recent automatic grading systems.;This work aims to develop an artifact removal strategy able to improve the …