Overview. Diabetic retinopathy (die-uh-BET-ik ret-ih-NOP-uh-thee) is a diabetes complication that affects eyes. It's caused by damage to the blood vessels of the light-sensitive tissue at the back of the eye (retina). At first, diabetic retinopathy might cause no symptoms or only mild vision problems. See more Diabetic retinopathy (die-uh-BET-ik ret-ih-NOP-uh-thee) is a diabetes complication that affects eyes. It's caused by damage to the blood vessels of … See more You might not have symptoms in the early stages of diabetic retinopathy. As the condition progresses, you might develop: 1. Spots or dark strings floating in your vision (floaters) 2. … See more Anyone who has diabetes can develop diabetic retinopathy. The risk of developing the eye condition can increase as a result of: 1. Having diabetes for a long time 2. Poor … See more Over time, too much sugar in your blood can lead to the blockage of the tiny blood vessels that nourish the retina, cutting off its blood supply. As a result, the eye attempts to grow new blood vessels. But these new blood … See more WebDiabetic retinopathy represents microvascular end-organ damage as a result of diabetes. It ranges from non-proliferative diabetic retinopathy (NPDR) and its stages to proliferative …
Contrastive learning-based pretraining improves representation …
WebFundus image normalization. This was the first step called pre-processing. The fundus image was normalized using the image enhancement and restoration techniques to improve the quality of the image. 3 Therefore, the objects and background were more suitable for feature extraction in the next steps. The Gaussian low-pass filter was used to reduce … WebDiabetic retinopathy is a major cause of blindness, particularly among working-age adults. The degree of retinopathy is highly correlated with Duration of diabetes Blood glucose levels BP levels Pregnancy can … theo waddington
Digital image processing software for diagnosing diabetic retinopathy ...
WebApr 10, 2024 · About Diabetic Retinopathy. Diabetic retinopathy is damage to the eye as a side effect of diabetes. The retina is the rear portion of the eyeball. It is made of layers of light-sensitive nerve tissue that receives visual images and sends them to the brain. Like all organs, the eye relies on energy provided by blood flow to work properly. WebJul 8, 2024 · What other problems can diabetic retinopathy cause? Diabetic macular edema (DME). Over time, about 1 in 15 people with diabetes will develop DME. DME happens when blood vessels in the retina leak fluid … WebDiabetes-related retinopathy is an eye condition that weakens the blood vessels in your retina. There are two types of diabetes-related retinopathy: Nonproliferative diabetes … the ovra