Developments in the detection of diabetic retinopathy: a state-of-the-art review of computer-aided diagnosis and machine learning methods
The exponential increase in the number of diabetics around the world has led to an equally
large increase in the number of diabetic retinopathy (DR) cases which is one of the major …
large increase in the number of diabetic retinopathy (DR) cases which is one of the major …
[HTML][HTML] A comprehensive survey on emerging assistive technologies for visually impaired persons: lighting the path with visible light communications and artificial …
In the context in which severe visual impairment significantly affects human life, this article
emphasizes the potential of Artificial Intelligence (AI) and Visible Light Communications …
emphasizes the potential of Artificial Intelligence (AI) and Visible Light Communications …
[HTML][HTML] Applying supervised contrastive learning for the detection of diabetic retinopathy and its severity levels from fundus images
Diabetic Retinopathy (DR) is a major complication in human eyes among the diabetic
patients. Early detection of the DR can save many patients from permanent blindness …
patients. Early detection of the DR can save many patients from permanent blindness …
[PDF][PDF] Design an early detection and classification for diabetic retinopathy by deep feature extraction based convolution neural network
A Sungheetha, R Sharma - … of Trends in Computer Science and …, 2021 - researchgate.net
Early identification of diabetics using retinopathy images is still a difficult challenge. Many
illness diagnosis techniques are accomplished by using the blood vessels present in fundus …
illness diagnosis techniques are accomplished by using the blood vessels present in fundus …
Severity classification of diabetic retinopathy using an ensemble learning algorithm through analyzing retinal images
Diabetic Retinopathy (DR) refers to the damages endured by the retina as an effect of
diabetes. DR has become a severe health concern worldwide, as the number of diabetes …
diabetes. DR has become a severe health concern worldwide, as the number of diabetes …
Simple methods for the lesion detection and severity grading of diabetic retinopathy by image processing and transfer learning
A Sugeno, Y Ishikawa, T Ohshima… - Computers in Biology and …, 2021 - Elsevier
Diabetic retinopathy (DR) has become one of the major causes of blindness. Due to the
increased prevalence of diabetes worldwide, diabetic patients exhibit high probabilities of …
increased prevalence of diabetes worldwide, diabetic patients exhibit high probabilities of …
A lightweight robust deep learning model gained high accuracy in classifying a wide range of diabetic retinopathy images
Diabetic retinopathy (DR) is a common complication of diabetes mellitus, and retinal blood
vessel damage can lead to vision loss and blindness if not recognized at an early stage …
vessel damage can lead to vision loss and blindness if not recognized at an early stage …
Edldr: An ensemble deep learning technique for detection and classification of diabetic retinopathy
Diabetic retinopathy (DR) is an ophthalmological disease that causes damage in the blood
vessels of the eye. DR causes clotting, lesions or haemorrhage in the light-sensitive region …
vessels of the eye. DR causes clotting, lesions or haemorrhage in the light-sensitive region …
Diabetic retinopathy classification based on multipath CNN and machine learning classifiers
Eye care professionals generally use fundoscopy to confirm the occurrence of Diabetic
Retinopathy (DR) in patients. Early DR detection and accurate DR grading are critical for the …
Retinopathy (DR) in patients. Early DR detection and accurate DR grading are critical for the …
Deep learning-based hemorrhage detection for diabetic retinopathy screening
T Aziz, C Charoenlarpnopparut, S Mahapakulchai - Scientific Reports, 2023 - nature.com
Diabetic retinopathy is a retinal compilation that causes visual impairment. Hemorrhage is
one of the pathological symptoms of diabetic retinopathy that emerges during disease …
one of the pathological symptoms of diabetic retinopathy that emerges during disease …