Diabetic retinopathy is a neurovascular complication of diabetes and the main cause of
vision loss in adults. Glial cells have a key role in maintenance of central nervous system …

This work aims to summarize predictive biomarkers to guide treatment choice in DME.
Intravitreal anti-VEGF is considered the gold standard treatment for centers involving DME …

Clinical diagnosis of the eye is performed over multifarious data modalities including scalar
clinical labels, vectorized biomarkers, two-dimensional fundus images, and three …

The localization and segmentation of biomarkers in OCT images are critical steps in retina-
related disease diagnosis. Although fully supervised deep learning models can segment …

Retinopathy is one of the most severe diabetes‐related complications, and macular edema
is the major cause of central vision loss in patients with diabetes mellitus. Significant …

Background: Diabetic retinopathy (DR) is the leading cause of legal blindness in the working
population in developed countries. Optical coherence tomography (OCT) angiography …

Abstract Diabetic Macular Edema (DME) is a potentially blinding consequence of Diabetic
Retinopathy (DR) as well as the leading cause of vision loss in diabetics. DME is …

Background Intravitreal anti-vascular endothelial growth factor (anti-VEGF) injections are the
standard of care for diabetic macular edema (DME), a common complication of diabetes …

This article presents a novel positive and negative set selection strategy for contrastive
learning of medical images based on labels that can be extracted from clinical data. In the …

Diabetic macular edema (DME) is the most common cause of visual impairment among
patients with diabetes mellitus. Anti-vascular endothelial growth factors (Anti-VEGFs) are …