Background Diabetic retinopathy (DR), whose standard diagnosis is performed by human
experts, has high prevalence and requires a more efficient screening method. Although …

Multi-label classification (MLC) is considered an essential research subject in the computer
vision field, principally in medical image analysis. For this merit, we derive benefits from …

The range of diabetics, hypertension, occlusions in vascular are rapidly increasing in the
modern era. Adversarial effects of these diseases are the organ damage which is increasing …

Introduction The rising prevalence of diabetes shows high health and socio-economic
burdens. Therefore, the development and evaluation of new diagnostic methods may …

Abstract In recent years, Diabetic Retinopathy (DR) has emerged as a significant chronic
ailment affecting roughly one-third of diabetic patients globally. DR is the leading cause of …

Artificial intelligence (AI)-based image segmentation plays an important role in image
processing and computer vision. AI can be used in the medical field (eg, ophthalmology …

This paper proposes an Automatic Screening System that identifies the symptoms of
Diabetic Retinopathy from retinal fundus images and determines the severity. The entire …

Multi-label classification (MLC) is considered an active research topic, especially in medical
image analysis. We used MLC to diagnose the multiple different grades of Diabetic …

Diabetic retinopathy is among the most widespread disorder that affects the eyes and
primary basis of ocular breakage in industrialized nations. The presence of microaneurysms …

Eyes are vital part of the body which can be affected by many diseases that lead to vision
loss. Glaucoma is one such eye disease that may cause vision loss. There are multiple …