Ophthalmology

Glaucoma

Latest AI and machine learning research in glaucoma for healthcare professionals.

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An Attention Infused Deep Learning System with Grad-CAM Visualization for Early Screening of Glaucoma

This research work reveals the eye opening wisdom of the hybrid labyrinthine deep learning models ...

A deep learning model integrating domain-specific features for enhanced glaucoma diagnosis.

Glaucoma is a group of serious eye diseases that can cause incurable blindness. Despite the critical...

May 2025 40410768
RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions

The scarcity of high-quality, labelled retinal imaging data, which presents a significant challeng...

Accelerated Biological Aging in Exfoliation Glaucoma Assessed by Fundus-Derived Predicted Age and Advanced Glycation End Products.

Glaucoma is an age-related neurodegenerative disease characterized by progressive optic nerve damage...

May 2025 40429867
Automated Early-Stage Glaucoma Detection Using a Robust Concatenated AI Model.

Glaucoma is a leading cause of irreversible blindness worldwide; therefore, detection of this diseas...

May 2025 40428135
Interpreting Deep Learning Studies in Glaucoma: Unresolved Challenges.

Deep learning algorithms as tools for automated image classification have recently experienced rapid...

May 2025 34383718
Ethics of Artificial Intelligence in Medicine and Ophthalmology.

BACKGROUND: This review explores the bioethical implementation of artificial intelligence (AI) in me...

May 2025 34383720
Telemonitoring Tools for Glaucoma Patients: A Systematic Review of Current Trends and Applications.

: In 2010, approximately 60.5 million people were affected by glaucoma, making it the leading cause ...

May 2025 40429313
Artificial Intelligence in Glaucoma: Advances in Diagnosis, Progression Forecasting, and Surgical Outcome Prediction.

Glaucoma is a leading cause of irreversible blindness, with challenges persisting in early diagnosis...

May 2025 40429619
High-Accuracy Digitization of Humphrey Visual Field Reports Using Convolutional Neural Networks.

PURPOSE: Glaucoma is a leading cause of irreversible blindness worldwide, necessitating precise visu...

May 2025 40323288
Enhancing Fundus Image-based Glaucoma Screening via Dynamic Global-Local Feature Integration

With the advancements in medical artificial intelligence (AI), fundus image classifiers are increa...

Rethinking Glaucoma Calibration: Voting-Based Binocular and Metadata Integration

Glaucoma is an incurable ophthalmic disease that damages the optic nerve, leads to vision loss, an...

Analysis of human visual field information using machine learning methods and assessment of their accuracy

Subject of research: is the study of methods for analyzing perimetric images for the diagnosis and...

Multimodal Artificial Intelligence Models Predicting Glaucoma Progression Using Electronic Health Records and Retinal Nerve Fiber Layer Scans.

PURPOSE: The purpose of this study was to develop models that predict which patients with glaucoma w...

Mar 2025 40152766
GONet: A Generalizable Deep Learning Model for Glaucoma Detection

Glaucomatous optic neuropathy (GON) is a prevalent ocular disease that can lead to irreversible vi...

MaxGlaViT: A novel lightweight vision transformer-based approach for early diagnosis of glaucoma stages from fundus images

Glaucoma is a prevalent eye disease that progresses silently without symptoms. If not detected and...

Ocular Disease Classification Using CNN with Deep Convolutional Generative Adversarial Network

The Convolutional Neural Network (CNN) has shown impressive performance in image classification be...

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