GLAUCOMA DISEASE DETECTION FROM RETINA SCANNED IMAGES USING NEURAL NETWORKS

An image processing technique for the detection of glaucoma which mainly affects the optic disc by increasing the cup size.During early stages it was difficult to detect Glaucoma, which is in fact second leading cause of blindness.In this paper glaucoma is categorized through extraction of features from retinal fundus images.The features include (i) Cup to Disc Ratio (CDR), which is one of the primary physiological parameter for the diagnosis of glaucoma and (ii) Ratio of Neuroretinal Rim in inferior, superior, temporal and nasal quadrants i.e. (ISNT quadrants) for verification of the ISNT rule.Using VGG16 algorithm we are going to classify the images .

Publication Details

Journal
International Research Journal of Modernization in Engineering Technology and Science
Published
2024-08-11
DOI
https://doi.org/10.56726/irjmets60853
Primary Topic
Retinal Imaging and Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

GLAUCOMA DISEASE DETECTION FROM RETINA SCANNED IMAGES USING NEURAL NETWORKS

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

GLAUCOMA DISEASE DETECTION FROM RETINA SCANNED IMAGES USING NEURAL NETWORKS

article en

Abstract

An image processing technique for the detection of glaucoma which mainly affects the optic disc by increasing the cup size.During early stages it was difficult to detect Glaucoma, which is in fact second leading cause of blindness.In this paper glaucoma is categorized through extraction of features from retinal fundus images.The features include (i) Cup to Disc Ratio (CDR), which is one of the primary physiological parameter for the diagnosis of glaucoma and (ii) Ratio of Neuroretinal Rim in inferior, superior, temporal and nasal quadrants i.e. (ISNT quadrants) for verification of the ISNT rule.Using VGG16 algorithm we are going to classify the images .

International Research Journal of Modernization in Engineering Technology and Science
Openalex Percentile: Top 82%
Retinal Imaging and Analysis
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GLAUCOMA DISEASE DETECTION FROM RETINA SCANNED IMAGES USING NEURAL NETWORKS · International Research Journal of Modernization in Engineering Technology and Science (2024) | TGRS Research Map | TGRS