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3 articles for “diabetic retinopathy”
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Advanced Diabetic Retinopathy Detection Using Deep Learning Classifiers
Abstract: Diabetic Retinopathy (DR) is an eye condition that arises from diabetes-related complications, making early detection essential for effective treatment. As diabetes advances, an individual’s vision may deteriorate, potentially resulting in diabetic retinopathy. This condition is divided into two primary types: Non-Proliferative Diabetic Retinopathy (NPDR) and Proliferative Diabetic Retinopathy (PDR). Early treatment to maintain a strategic distance from a change less visual impedance is basic as it may save diabetic retinopathy …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 11, Issue 1, 2025 · pp. 26–33 Read article
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Advanced Classification of Diabetic Retinopathy Using GAN and Deep Residual CNN Model
Abstract: Diabetic retinopathy (DR) is a leading cause of blindness worldwide, impacting the largest number of individuals who have diabetes. Early identification of diabetic retinopathy may help to prevent severe effects; however, the very limited availability of labeled datasets, and the possibility of overfitting of the model, presents obstacles to obtaining an accurate diagnosis. In this research, a hybrid deep learning strategy is introduced, where Generative Adversarial Networks (GANs) are used …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 12, Issue 1, 2026 · pp. 8–16 Read article
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Exploring the Connection Between Diabetes and Vision Loss in Older Adults
Abstract: Diabetes is a significant public health concern, particularly among older adults, where its prevalence is rising rapidly. One of the most serious complications of diabetes is its detrimental impact on eye health, leading to conditions, such as diabetic retinopathy, cataracts, and glaucoma. This review seeks to clarify the intricate connection between diabetes and vision loss in the elderly population. Diabetic retinopathy, which involves damage to the retina caused by prolonged …
Published in International Journal of Geriatric Nursing · Vol. 7, Issue 2, 2024 · pp. 1–4 Read article