[HTML][HTML] Diabetic retinopathy detection through deep learning techniques: A review
WL Alyoubi, WM Shalash, MF Abulkhair - Informatics in Medicine Unlocked, 2020 - Elsevier
Diabetic Retinopathy (DR) is a common complication of diabetes mellitus, which causes
lesions on the retina that effect vision. If it is not detected early, it can lead to blindness …
lesions on the retina that effect vision. If it is not detected early, it can lead to blindness …
Recent trends and advances in fundus image analysis: A review
Automated retinal image analysis holds prime significance in the accurate diagnosis of
various critical eye diseases that include diabetic retinopathy (DR), age-related macular …
various critical eye diseases that include diabetic retinopathy (DR), age-related macular …
Diabetic retinopathy fundus image classification and lesions localization system using deep learning
WL Alyoubi, MF Abulkhair, WM Shalash - Sensors, 2021 - mdpi.com
Diabetic retinopathy (DR) is a disease resulting from diabetes complications, causing non-
reversible damage to retina blood vessels. DR is a leading cause of blindness if not …
reversible damage to retina blood vessels. DR is a leading cause of blindness if not …
Hybrid retinal image enhancement algorithm for diabetic retinopathy diagnostic using deep learning model
Diabetic Retinopathy (DR) is a prevalent acute stage of diabetes mellitus that causes vision-
effecting abnormalities on the retina. This will cause blindness if not identified early …
effecting abnormalities on the retina. This will cause blindness if not identified early …
Diabetic retinopathy detection and classification using mixed models for a disease grading database
Diabetic retinopathy (DR) is a primary cause of blindness in which damage occurs to the
retina due to an accretion of sugar levels in the blood. Therefore, prior detection …
retina due to an accretion of sugar levels in the blood. Therefore, prior detection …
Artificial intelligence in retinal disease: clinical application, challenges, and future directions
Retinal diseases are a leading cause of blindness in developed countries, accounting for
the largest share of visually impaired children, working-age adults (inherited retinal …
the largest share of visually impaired children, working-age adults (inherited retinal …
Automatic detection of diabetic eye disease through deep learning using fundus images: a survey
Diabetes Mellitus, or Diabetes, is a disease in which a person's body fails to respond to
insulin released by their pancreas, or it does not produce sufficient insulin. People suffering …
insulin released by their pancreas, or it does not produce sufficient insulin. People suffering …
Multi-stream deep neural network for diabetic retinopathy severity classification under a boosting framework
Diabetic Retinopathy (DR) is an eye disorder in patients with diabetes. Detection of DR
presence and its complications using fundus images at an early stage helps prevent its …
presence and its complications using fundus images at an early stage helps prevent its …
Hierarchical severity grade classification of non-proliferative diabetic retinopathy
Curability of diabetic retinopathy (DR) abnormalities highly rely on regular monitoring, early-
stage diagnosis and timely treatment. Detection and analysis of variation in eye images can …
stage diagnosis and timely treatment. Detection and analysis of variation in eye images can …
Deep learning based computer-aided automatic prediction and grading system for diabetic retinopathy
Diabetic Retinopathy (DR) is a consequence of diabetes mellitus that results in damage to
the retina's blood vessel networks. It is now the major cause of irreversible blindness among …
the retina's blood vessel networks. It is now the major cause of irreversible blindness among …