Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.12 Issue.1

Submission
Last date
28-Feb-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-1. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  Cardiovascular Disease Detection from Retinal Image using Machine Learning
PaperId: :  24064
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-24064
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sahyadri Prakash pukaleBangalore Institute of Technology Bangalore, India
Hritika GuptaBangalore Institute of Technology Bangalore, India
Harsha Nagesh Moger Bangalore Institute of Technology
Amith P ShettyBangalore Institute of Technology Bangalore, India
HarishKumar B TBangalore Institute of Technology Bangalore, India

Abstract

Computer Science of Engineering
Keywords— Cardiovascular, deep learning, retinal images, feature extraction, machine learning, transfer learning.
Abstract—Cardiovascular Diseases (CVDs) are a predominant cause of mortality worldwide, underscoring the need for innovative diagnostic approaches that enhance early detection and effective management. This paper proposes a machine learning based approach to analyze retinal images for cardiovascular disease prediction. Using retinal images for heart disease prediction being a non-invasive and easily accessible method would allow for faster, cheaper, and overall accessible diagnosis tools especially necessary for low-income areas, instead of stress inducing fasting blood tests, leading to overall earlier diagnosis and intervention. We employ a pre-trained neural network model, adapted to analyze images namely inception v3 and fine-tune it to analyze retinal images to classify heart disease risk into 5 classes, using the structural changes in the retinal microvasculature.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Sahyadri Prakash pukale, Hritika Gupta, Harsha Nagesh Moger , Amith P Shetty, and HarishKumar B T. "Cardiovascular Disease Detection from Retinal Image using Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 3021-3027
MLA Sahyadri Prakash pukale, Hritika Gupta, Harsha Nagesh Moger , Amith P Shetty, and HarishKumar B T. "Cardiovascular Disease Detection from Retinal Image using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 3021-3027.
APA Sahyadri Prakash pukale, Hritika Gupta, Harsha Nagesh Moger , Amith P Shetty, & HarishKumar B T. (2024). Cardiovascular Disease Detection from Retinal Image using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 3021-3027.
Chicago Sahyadri Prakash pukale, Hritika Gupta, Harsha Nagesh Moger , Amith P Shetty, and HarishKumar B T. "Cardiovascular Disease Detection from Retinal Image using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 3021-3027.
Oxford Sahyadri Prakash pukale, Hritika Gupta, Harsha Nagesh Moger , Amith P Shetty, and HarishKumar B T. 'Cardiovascular Disease Detection from Retinal Image using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 3021-3027. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Cardiovascular_Disease_Detection_from_Retinal__Image_using_Machine_Learning_ijariie24064.pdf (Accessed : ).
Harvard Sahyadri Prakash pukale, Hritika Gupta, Harsha Nagesh Moger , Amith P Shetty, and HarishKumar B T. (2024) 'Cardiovascular Disease Detection from Retinal Image using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 3021-3027IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Cardiovascular_Disease_Detection_from_Retinal__Image_using_Machine_Learning_ijariie24064.pdf (Accessed : )
IEEE Sahyadri Prakash pukale, Hritika Gupta, Harsha Nagesh Moger , Amith P Shetty, and HarishKumar B T, "Cardiovascular Disease Detection from Retinal Image using Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 3021-3027, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Cardiovascular_Disease_Detection_from_Retinal__Image_using_Machine_Learning_ijariie24064.pdf [Accessed : ].
Turabian Sahyadri Prakash pukale, Hritika Gupta, Harsha Nagesh Moger , Amith P Shetty, and HarishKumar B T. "Cardiovascular Disease Detection from Retinal Image using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 ().
Vancouver Sahyadri Prakash pukale, Hritika Gupta, Harsha Nagesh Moger , Amith P Shetty, and HarishKumar B T. Cardiovascular Disease Detection from Retinal Image using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(3) : 3021-3027. Available from: https://ijariie.com/AdminUploadPdf/Cardiovascular_Disease_Detection_from_Retinal__Image_using_Machine_Learning_ijariie24064.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
MULTIPLE DISEASE PREDICTION AND DRUG RECOMMENDATION SYSTEM USING MACHINE LEARNINGCOMPUTER ENGINEERING DR. J. AMUTHARAJ Download
SOLAR TRACKING SYSTEM WITH WEATHER FORECASTING AND AUTOMATED CLEANING SYSTEMArtificial Intelligence Electrical and Electronics EngineeringVanarasan S Download
ASD PredictionComputer scienceAbhilasha M Download
Music Recommendation based on Face Emotion Using Artificial Intelligence and Machine LearningInformation Science EngineeringDr. Sreenivasa Murthy V Download
SMART TRAFFIC AI MONITORING SYSTEM-AI/MLINFORMATION SCIENCE AND ENGINEERING PRIYANKA MT Download
SHADOW THE WEB BROWSERComputer Science and EngineeringLakshmi Narayan S Download
SECUHIRE – AI-POWERED INTERVIEW DETECTION SYSTEMComputer Engineering Tharun R Download
Early Detection Of Electrical Fault Line Using Artificial IntelligenceElectrical Engineering , Computer Science , Artificial IntelligenceRakshitha R Download
Real Time Object Detection Tracking using YOLO and Deep SORTInformation science and engineeringNandan M R Download
An AI-Integrated Intelligent Health Advisory System with Machine-Learning-Based Ayurvedic Formulation RecommendationInformation Science EngineeringSrinidhi G Download
Blockchain-Based Decentralized Medical Health Management System using Smart Contracts and IPFS Information Science and EngineeringVarun V Download
Precision Agriculture Using Machine Learning and IOTComputer Science and EngineeringRamesh B E Download
A Secure Blockchain Based Voting SystemComputer Science and EngineeringSagar K R Download
Chatbot based helpdesk for Government employee and departmentsComputer science & Engineering(Cyber Security Engineerting)Dr. Shanthi S Download
Zero Trust ArchitectureComputer EngineeringAditya Yanna Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2026. IJARIIE. All Rights Reserved.