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Applications of deep learning in fundus images: A review
The use of fundus images for the early screening of eye diseases is of great clinical
importance. Due to its powerful performance, deep learning is becoming more and more …
importance. Due to its powerful performance, deep learning is becoming more and more …
A benchmark for studying diabetic retinopathy: segmentation, grading, and transferability
People with diabetes are at risk of develo** an eye disease called diabetic retinopathy
(DR). This disease occurs when high blood glucose levels cause damage to blood vessels …
(DR). This disease occurs when high blood glucose levels cause damage to blood vessels …
Computer aided diagnosis of diabetic macular edema in retinal fundus and OCT images: A review
KC Pavithra, P Kumar, M Geetha… - Biocybernetics and …, 2023 - Elsevier
Abstract Diabetic Macular Edema (DME) is a potentially blinding consequence of Diabetic
Retinopathy (DR) as well as the leading cause of vision loss in diabetics. DME is …
Retinopathy (DR) as well as the leading cause of vision loss in diabetics. DME is …
[HTML][HTML] Retinal image analysis for diabetes-based eye disease detection using deep learning
Diabetic patients are at the risk of develo** different eye diseases ie, diabetic retinopathy
(DR), diabetic macular edema (DME) and glaucoma. DR is an eye disease that harms the …
(DR), diabetic macular edema (DME) and glaucoma. DR is an eye disease that harms the …
DR-GAN: conditional generative adversarial network for fine-grained lesion synthesis on diabetic retinopathy images
Diabetic retinopathy (DR) is a complication of diabetes that severely affects eyes. It can be
graded into five levels of severity according to international protocol. However, optimizing a …
graded into five levels of severity according to international protocol. However, optimizing a …
CLC-Net: Contextual and local collaborative network for lesion segmentation in diabetic retinopathy images
Diabetic retinopathy (DR) is the leading cause of blindness among people of working age.
Fundus lesions are clinical signs of DR, and their recognition and delineation are important …
Fundus lesions are clinical signs of DR, and their recognition and delineation are important …
DMENet: diabetic macular edema diagnosis using hierarchical ensemble of CNNs
Diabetic Macular Edema (DME) is an advanced stage of Diabetic Retinopathy (DR) and can
lead to permanent vision loss. Currently, it affects 26.7 million people globally and on …
lead to permanent vision loss. Currently, it affects 26.7 million people globally and on …
Diabetic retinopathy detection using convolutional neural network with residual blocks
Diabetic Retinopathy (DR) is a disease that happens in the patient eyes of long-term
diabetics. It also affects the retina which causes eye blindness. Therefore, DR has to be …
diabetics. It also affects the retina which causes eye blindness. Therefore, DR has to be …
A hybrid network for automatic hepatocellular carcinoma segmentation in H&E-stained whole slide images
Hepatocellular carcinoma (HCC), as the most common type of primary malignant liver
cancer, has become a leading cause of cancer deaths in recent years. Accurate …
cancer, has become a leading cause of cancer deaths in recent years. Accurate …
[PDF][PDF] A Transfer Learning Approach for Diabetic Retinopathy and Diabetic Macular Edema Severity Grading.
Accepted: 10 December 2021 Diabetic Retinopathy (DR) and Diabetic Macular Edema
(DME) are complication that occurs in diabetic patient especially among working age group …
(DME) are complication that occurs in diabetic patient especially among working age group …