Eye disease detection using EEG signals

Registration ID: IJNRD_217080

Published ID: IJNRD2404571

DOI: Click Here to Get

Vishwa Doshi , Aitha Vishal , P. Velmurugan

Machine learning, neural network, convolutional neural networks, deep learning, EEG

The crucial and difficult problem of detecting ocular illnesses from the EEG signals of the human eye has important therapeutic implications. This work explores the use of deep learning algorithms—more especially, EfficientNet B2—for precise and automated diagnosis of ocular diseases. Our method uses image processing and convolutional neural networks to deliver a stable and effective solution. We use a large dataset of EEG scans that covers all phases and types of eye diseases to train and evaluate the model. Some of the research's major achievements include creating a comprehensive pipeline to prepare EEG data, refining the EfficientNet B2 architecture, and thoroughly analysing the model's performance. Our findings show the potential for accurate, sensitive, and precise classification of eye disorders. Deep learning algorithms to improve patient care and management by helping clinicians with early and accurate diagnosis

Published Paper   E-Certificate

Vishwa Doshi, Aitha Vishal, & P. Velmurugan (April-2024). Eye disease detection using EEG signals. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(4), f579-f586. https://ijnrd.org/papers/IJNRD2404571.pdf

Volume 9 Issue 4, April-2024

Pages : f579-f586

Paper Reg. ID: IJNRD_217080

Published Paper Id: IJNRD2404571

Downloads: 000121980

Research Area: Engineering

Country: Chennai, Tamil Nadu, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2404571.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2404571

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave | IJNRD.ORG | IJNRD.COM | IJPUB.ORG

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 9 | September 2025

IJNRD is a Scholarly Open Access, Peer-reviewed, and Refereed Journal with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost Journal that follows UGC CARE 2025 Peer-Reviewed Journal Policy norms, Scopus journal standards, and Transparent Peer Review practices to ensure quality and credibility. IJNRD provides indexing in all major databases & metadata repositories, a citation generator, and Digital Object Identifier (DOI) for every published article with full open-access visibility.

The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse fields. Its goal is to promote global scientific information exchange among researchers, developers, engineers, academicians, and practitioners. IJNRD serves as a platform where educators and professionals can share research evidence, models of best practice, and innovative ideas, contributing to academic growth and industry relevance.

Indexing Coverage includes Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many more recognized academic repositories.

How to submit the paper?

By Our website

Click Here to Submit Paper Online

By Mail

Send your paper to editor@ijnrd.org

Important Dates for Current issue

Paper Submission Open For: September 2025

Current Issue: Volume 10 | Issue 9 | September 2025

Impact Factor: 8.76

Last Date for Paper Submission: Till 31-Oct-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: IJNRD is an International Peer-reviewed, Refereed, and Open Access Journal with Transparent Peer Review as per the new UGC CARE 2025 guidelines, offering low-cost multidisciplinary publication with Crossref DOI and global indexing.

Subject Category: Research Area

Call for Paper: More Details