In recent years, the rapid development of deep learning has led to a wide range of
applications in the field of medical image classification. The variants of neural network …

Hypertensive retinopathy (HR) and diabetic retinopathy (DR) are retinal diseases closely
associated with high blood pressure. The severity and duration of hypertension directly …

This paper presents a classification model for eye diseases utilizing attention mechanisms to
learn features from fundus images and structures. The study focuses on diagnosing …

Here, we examine the latest advances in glaucoma detection through Deep Learning (DL)
algorithms using Preferred Reporting Items for Systematic Reviews and Meta-Analyses …

This review article represents a major advance in the field of medical imaging and
ophthalmology by exploring the critical role of deep learning in the detection and diagnosis …

Diabetic retinopathy (DR) is a microvascular disorder caused by the long-term effects of
diabetes mellitus and among the primary causes of blindness worldwide. Early detection of …

Ocular diseases have become an important issue worldwide. Every year, various ocular
diseases affect numerous individuals, leading to blindness for many. Despite seeking …

Navigating the diverse diseases in ocular health presents a constant challenge for
ophthalmologists. The complexities inherent in diagnosing these conditions demand not just …

Among the foremost predominant conditions influencing the eyes are cataracts, which can
cause severe visual impedance and, within the worst-case situation, visual impairment. In …

Diabetes Retinopathy, a leading cause of vision impairment, necessitates early and precise
detection. To address this, we developed a Convolutional Neural Network (CNN) model and …