1. Neural Networks to Classify Diabetic Retinopathy
... high blood sugar, the principal symptom of diabetes, on the blood vessels in the retina. The damaged retinal vessels hemorrhage, distorting vision, impairing color vision, and ultimately leading to vision loss [1]. In the early stages of DR, the patient is usually asymptomatic regarding the quality of vision, making early detection challenging [1]. Conventional screening techniques for DR include ... a combination of visual acuity testing, tonometry (measuring the pressure of the eye), and a dilated eye exam [1]. These retinal screening techniques are crucial for early detection and tre...
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