This code is designed for detecting Diabetic Retinopathy in retinal fundus images using a deep learning approach. It preprocesses the images, applies data augmentation to improve model generalization, ...

Abstract: Diabetic macular degeneration (DM) is often characterized by the early accumulation of lipid deposits on the retina, referred to as hard exudates (HEs), which originate from damaged retinal ...

[17] Vitreous: vitritis, haze Figure 6, hemorrhage, posterior vitreous detachment, pars planitis Figure 7 Retina: edema, macular edema especially cystoid type, yellow–white exudates Figure 8 ...

Treatment of hypertensive retinopathy begins with controlling hypertension. Some of the complications can be treated by an ophthalmologist with injectable medications into the eye as well as laser ...

Typically, the lesions consists of the followings: hard exudate, soft exudate, hemorrhage, microaneurysm, and neovascularization. These lesions usually manifest as minute objects in retinal images and ...

This review addresses the correlation between arterial stiffness, measured by pulse wave velocity (PWV), and retinal microvascular changes, highlighting the retina as an important accessible window ...

Photo courtesy: GETTY Images But the excitement over its results as a myopia treatment may have come too soon, ahead of its proven safety. Ostrin and Schill reports the therapy can put the retina at ...

Geriatrics and Aging. 2008;11(6):333-341. Proliferative diabetic retinopathy is clinically characterized by the growth of new blood vessels that arise from the optic disc and/or retina and ...

A deep learning approach to Diabetic Retinopathy severity classification, comparing state-of-the-art architectures and assessing performance using accuracy and Cohen's Kappa score.