[HTML][HTML] Automated microaneurysms detection for early diagnosis of diabetic retinopathy: A Comprehensive review

V Mayya, S Kamath, U Kulkarni - Computer Methods and Programs in …, 2021 - Elsevier
Diabetic retinopathy (DR), a chronic disease in which the retina is damaged due to small
vessel damage caused by diabetes mellitus, is one of the leading causes of vision …

Mathematical morphology for microaneurysm detection in fundus images

S Joshi, PT Karule - European journal of ophthalmology, 2020 - journals.sagepub.com
Aim: Fundus image analysis is the basis for the better understanding of retinal diseases
which are found due to diabetes. Detection of earlier markers such as microaneurysms that …

Automatic screening and classification of diabetic retinopathy fundus images

SS Rahim, V Palade, J Shuttleworth… - Engineering Applications of …, 2014 - Springer
Eye screening is essential for the early detection and treatment of the diabetic retinopathy.
This paper presents an automatic screening system for diabetic retinopathy to be used in the …

Automated microaneurysms (MAs) detection in digital colour fundus images using matched filter

HA Nugroho, DA Dharmawan… - … on computer, control …, 2015 - ieeexplore.ieee.org
Diabetic retinopathy (DR), one of the most common causes of blindness, is a retinal
abnormality caused by high glucose in diabetic patients that leads to micro vascular …

[HTML][HTML] A computational modeling for the detection of diabetic retinopathy severity

PK Mishra, A Sinha, KR Teja, N Bhojwani, S Sahu… - …, 2014 - ncbi.nlm.nih.gov
Prolonged diabetes ultimately leads to Diabetic Retinopathy (DR) which is one of the
leading causes of preventable blindness in the world. Through advanced image analysis …

Classification of retinal images in stages of diabetic retinopathy using deep learning

C Lyona, J Menezes, T Shinde… - … on Advances in …, 2020 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is an advanced stage of retinal disease with increasing
prevalence and the major cause of blindness. In DR, blood vessels get damaged over time …

Algorithmic analysis of vesselness and blobness for detecting retinopathies based on fractional Gaussian filters

MJ Estudillo-Ayala, H Aguirre-Ramos… - Mathematics, 2020 - mdpi.com
All around the world, partial or total blindness has become a direct consequence of diabetes
and hypertension. Visual disorders related to these diseases require automatic and …

Automatic detection of micro-aneurysms in retinal images based on curvelet transform and morphological operations

SHM Alipour, H Rabbani - Applications of Digital Image …, 2013 - spiedigitallibrary.org
Diabetic retinopathy (DR) is one of the major complications of diabetes that changes the
blood vessels of the retina and distorts patient vision that finally in high stages can lead to …

Automated detection of microaneurysm for fundus images

N Mohammad, Z Omar, E Supriyanto… - 2016 IEEE EMBS …, 2016 - ieeexplore.ieee.org
Chronic hyperglycemia of diabetes may lead to failure in various organs, especially the
blood vessels, eyes, kidneys, nerves and heart. It happens due to the faults either in insulin …

Early Detection Software for Diabetes Retinopathy

R Waleed, A Waleed - 2022 - techniumscience.com
It has been claimed that technology utilized in laboratories does not directly translate to
healthcare. Over the last few years, research into the application of Artificial Intelligence (AI) …