ARTIFICIAL INTELLIGENCE FOR GLAUCOMA SCREENING

Glaucoma is a leading cause of irreversible blindness worldwide, and early detection is critical to prevent vision loss.This project presents an artificial intelligence (AI)-based approach for automated glaucoma screening using retinal fundus images.A deep learning model is trained to identify structural changes in the optic nerve head and retinal nerve fiber layer, key indicators of glaucoma.The system enables fast, accurate, and costeffective screening, especially beneficial in resource-limited settings.Experimental results show high accuracy in distinguishing between glaucomatous and healthy eyes, demonstrating the potential of AI to support largescale, early diagnosis and reduce the burden of blindness.

Publication Details

Journal
International Research Journal of Modernization in Engineering Technology and Science
Published
2025-09-16
DOI
https://doi.org/10.56726/irjmets81281
Primary Topic
Retinal Imaging and Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

ARTIFICIAL INTELLIGENCE FOR GLAUCOMA SCREENING

International Research Journal of Modernization in Engineering Technology and Science
Retinal Imaging and Analysis
article

ARTIFICIAL INTELLIGENCE FOR GLAUCOMA SCREENING

article en

Abstract

Glaucoma is a leading cause of irreversible blindness worldwide, and early detection is critical to prevent vision loss.This project presents an artificial intelligence (AI)-based approach for automated glaucoma screening using retinal fundus images.A deep learning model is trained to identify structural changes in the optic nerve head and retinal nerve fiber layer, key indicators of glaucoma.The system enables fast, accurate, and costeffective screening, especially beneficial in resource-limited settings.Experimental results show high accuracy in distinguishing between glaucomatous and healthy eyes, demonstrating the potential of AI to support largescale, early diagnosis and reduce the burden of blindness.

International Research Journal of Modernization in Engineering Technology and Science
Openalex Percentile: Top 63%
Retinal Imaging and Analysis
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ARTIFICIAL INTELLIGENCE FOR GLAUCOMA SCREENING · International Research Journal of Modernization in Engineering Technology and Science (2025) | TGRS Research Map | TGRS