Automated retinal image analysis holds prime significance in the accurate diagnosis of
various critical eye diseases that include diabetic retinopathy (DR), age-related macular …

Diabetic retinopathy (DR) results in vision loss if not treated early. A computer-aided
diagnosis (CAD) system based on retinal fundus images is an efficient and effective method …

Glaucoma is one of the leading causes of irreversible but preventable blindness in working
age populations. Color fundus photography (CFP) is the most cost-effective imaging …

Glaucoma is one of the ophthalmological diseases that frequently causes loss of vision in
today's society. Previous studies assess which anatomical parameters of the optic nerve can …

Glaucoma is rated as the leading cause of irreversible vision loss worldwide. Early detection
of glaucoma is important for providing timely treatment and minimizing the vision loss. In this …

Deep learning (DL) enables the creation of computational models comprising multiple
processing layers that learn data representations at multiple levels of abstraction. In the …

Background and objectives Glaucoma is an eye condition which leads to permanent
blindness when the disease progresses to an advanced stage. It occurs due to inappropriate …

Segmentation of 2D images is a fundamental problem for biomedical image analysis. The
most widely used architecture for biomedical image segmentation is U-Net. U-Net introduces …

Glaucoma is one of the most common chronic diseases that may lead to irreversible vision
loss. The number of patients with permanent vision loss due to glaucoma is expected to …

Glaucoma is an ocular disease that is the leading cause of irreversible blindness due to an
increased Intraocular pressure resulting in damage to the optic nerve of eye. A common …