[HTML][HTML] A critical review on diagnosis of diabetic retinopathy using machine learning and deep learning
Diabetic Retinopathy (DR) is a health condition caused due to Diabetes Mellitus (DM). It
causes vision problems and blindness due to disfigurement of human retina. According to …
causes vision problems and blindness due to disfigurement of human retina. According to …
A systematic review on diabetic retinopathy detection using deep learning techniques
Segmentation is an essential requirement to accurately access diabetic retinopathy (DR)
and it becomes extremely time-consuming and challenging to detect manually. As a result …
and it becomes extremely time-consuming and challenging to detect manually. As a result …
Diabetic retinopathy detection using prognosis of microaneurysm and early diagnosis system for non-proliferative diabetic retinopathy based on deep learning …
L Qiao, Y Zhu, H Zhou - IEEE Access, 2020 - ieeexplore.ieee.org
Predicting the presence of Microaneurysms in the fundus images and the identification of
diabetic retinopathy in early-stage has always been a major challenge for decades. Diabetic …
diabetic retinopathy in early-stage has always been a major challenge for decades. Diabetic …
[PDF][PDF] RETRACTED ARTICLE: An enhanced diabetic retinopathy detection and classification approach using deep convolutional neural network
The objective of this study is to propose an alternative, hybrid solution method for
diagnosing diabetic retinopathy from retinal fundus images. In detail, the hybrid method is …
diagnosing diabetic retinopathy from retinal fundus images. In detail, the hybrid method is …
Composite deep neural network with gated-attention mechanism for diabetic retinopathy severity classification
JD Bodapati, NS Shaik, V Naralasetti - Journal of Ambient Intelligence and …, 2021 - Springer
Diabetic Retinopathy (DR) is a micro vascular complication caused by long-term diabetes
mellitus. Unidentified diabetic retinopathy leads to permanent blindness. Early identification …
mellitus. Unidentified diabetic retinopathy leads to permanent blindness. Early identification …
[HTML][HTML] 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 …
[HTML][HTML] Blended multi-modal deep convnet features for diabetic retinopathy severity prediction
Diabetic Retinopathy (DR) is one of the major causes of visual impairment and blindness
across the world. It is usually found in patients who suffer from diabetes for a long period …
across the world. It is usually found in patients who suffer from diabetes for a long period …
Multi-scale attention network for diabetic retinopathy classification
MT Al-Antary, Y Arafa - IEEE Access, 2021 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) is a highly prevalent complication of diabetes mellitus, which
causes lesions on the retina that affect vision which may lead to blindness if it is not detected …
causes lesions on the retina that affect vision which may lead to blindness if it is not detected …
A survey on medical image analysis in diabetic retinopathy
Diabetic Retinopathy (DR) represents a highly-prevalent complication of diabetes in which
individuals suffer from damage to the blood vessels in the retina. The disease manifests …
individuals suffer from damage to the blood vessels in the retina. The disease manifests …
Blood vessel segmentation from fundus image by a cascade classification framework
Accurate segmentation of retinal vessel from fundus image is a prerequisite for the computer-
aided diagnosis of ophthalmology diseases. In this paper, we propose a novel and robust …
aided diagnosis of ophthalmology diseases. In this paper, we propose a novel and robust …