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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:10.55041/IJSREM28164

Eye Disease Detection Portal

Stream/Area:

-

Subject:

-

Paper ID:

10.55041/IJSREM28164

Volume:

8 |

1 |

Jan 2024

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM28164

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

AR

Asuthosh Ranjan

VR

Vidya R

IA

Isahaq Abdullah

JKJ

John K Joseph

VS

Vikas Sharma

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Abstract

The primary causes of visual impairment and deficit worldwide are eye disorders that closely resemble diabetic retinopathy, glaucoma, cataracts, and age-related macular degeneration. Accurate and timely recognition of these disorders is essential for effective treatment and preventing visual misfortune. Specialized ophthalmologists and helpful predispositions that might not be available in tranquil or immature areas are consistently present in conventional person styles. The goal of this study is to develop computerized systems that can identify eye disorders by using machine learning techniques and enhanced image processing. The system extracts fundamental highlights from Retinal Fundus them using computations that are much the same as collapsing systems(CNNS). These deep information models are created using a vast dataset to identify patterns and anomalies associated with certain eye disorders. The suggested framework advances human delicacy and provides an early netting outcome that is quick affordable, and adaptable. It can serve as a support tool, especially for those in health-related professions in remote areas, reducing burdens and mass nets. Integrating this invention into health framework would improve early detection and treatment of eye problems, reducing the effort to prevent vision impairment globally.

KEYWORDS

Deep Learning Eye Disease Detection CNNs TensorFlow Image Processing

Cite This Article

Asuthosh Ranjan, Vidya R, Isahaq Abdullah, John K Joseph, Vikas Sharma, "Eye Disease Detection Portal," International Journal of Scientific Research in Engineering and Management, vol. 8, no. 1, Jan 2024. https://doi.org/10.55041/IJSREM28164

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Publication Date

12/31/45892

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Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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