Ophthalmology

Glaucoma

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

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Adaptive Class Learning to Screen Diabetic Disorders in Fundus Images of Eye

The prevalence of ocular illnesses is growing globally, presenting a substantial public health cha...

DeepEyeNet: Adaptive Genetic Bayesian Algorithm Based Hybrid ConvNeXtTiny Framework For Multi-Feature Glaucoma Eye Diagnosis

Glaucoma is a leading cause of irreversible blindness worldwide, emphasizing the critical need for...

Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends

The emergence of artificial intelligence (AI), particularly deep learning (DL), has marked a new e...

DGSSA: Domain generalization with structural and stylistic augmentation for retinal vessel segmentation

Retinal vascular morphology is crucial for diagnosing diseases such as diabetes, glaucoma, and hyp...

Artificial Intelligence for Optical Coherence Tomography in Glaucoma.

PURPOSE: The integration of artificial intelligence (AI), particularly deep learning (DL), with opti...

Jan 2025 39854198
End-to-end evaluation of white matter microstructure of the visual pathway in asymmetric glaucoma

Diffusion magnetic resonance imaging is a non-invasive neuroimaging technique that enables in vivo e...

Dual-Field Microvascular Segmentation: Hemodynamically-Consistent Attention Learning for Retinal Vasculature Mapping

Accurate retinal Microvascular segmentation demands a balanced combination of anatomical fidelity an...

Equity-Enhanced Glaucoma Progression Prediction from OCT with Knowledge Distillation

To develop an equitable deep learning model with knowledge distillation to enhance the demographic e...

Enhancing Glaucoma Detection through Supervised Pre-training with Intermediate Phenotypes: A Multi-Institutional Study

Glaucoma is a leading cause of irreversible blindness worldwide, with early diagnosis often hindered...

Datasheet for the IDHea Primary Eye Care Dataset: A Real-World Ocular Imaging Resource for Research

Real-world ocular imaging datasets are essential for advancing research in artificial intelligence (...

Detecting neurodegenerative changes in glaucoma using deep mean kurtosis-curve–corrected tractometry

Glaucoma is increasingly recognized as a neurodegenerative condition involving both retinal and cent...

Assessing the Potential of AI-Driven Drug Repurposing in Ophthalmology: An Analysis of ChatGPT’s Therapeutic Recommendations

This study aimed to evaluate the novelty and potential value of therapeutic suggestions made by an a...

GlaucoRAG: A Retrieval-Augmented Large Language Model for Expert-Level Glaucoma Assessment

Purpose: Accurate glaucoma assessment is challenging because of the complexity and chronic nature of...

AI-GUIDED ENDPOINT SELECTION FOR NEUROPROTECTION TRIALS IN GLAUCOMA

Standard Automated Perimetry (SAP) is the mainstay for monitoring glaucoma progression and has been ...

Comparison of Foundation and Supervised Learning-Based Models for Detection of Referable Glaucoma from Fundus Photographs

To compare the performance of a foundation model and a supervised learning-based model for detecting...

Clinically Informed Semi-Supervised Learning Improves Disease Annotation and Equity from Electronic Health Records: A Glaucoma Case Study

Clinical notes represent a vast but underutilized source of information for disease characterization...

Artificial Intelligence Powered Research Automation (AIPRA) Versus Human Expert: A Two-Arm Ophthalmology Comparative Study

To compare the quality and efficiency of an AI-powered research automation (AIPRA) workflow with a c...

Explainable Deep Learning for Glaucoma Detection: A DenseNet121-Based Classification with Grad-CAM Visualization

One of the main causes of permanent blindness in the globe, glaucoma frequently advances symptomless...

Multimodal Deep Learning for Longitudinal Prediction of Glaucoma Progression Using Sequential RNFL, Visual Field, and Clinical Data

Forecasting glaucoma progression remains a major challenge in preventing irreversible vision loss. W...

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