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.11 Issue.3

Submission
Last date
28-Jun-2025
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-11,Issue-3. 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: :  Myocardial Infraction Predication using Machine Learning
PaperId: :  20003
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20003
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Priya Darshini SAnand Institute of Higher Technology
Mounica Manasa PAnand Institute of Higher Technology
Naveen Kumar VAnand Institute of Higher Technology
Maheswari MAnand Institute of Higher Technology
Dr. Roselin Mary SAnand Institute of Higher Technology

Abstract

Computer Science Engineering
Machine Learning (ML), Features, Classifiers , Myocardial Infraction (MI), Electrocardiogram (ECG),Logistic Regression (LR)
Heart disease is one of the complex diseases and globally many people suffered from this disease. On time and efficient identification of heart disease plays a key role in healthcare, particularly in the field of cardiology. We proposed an efficient and accurate system to diagnosis heart disease and the system is based on machine learning techniques. The system is developed based on classification algorithms includes Support vector machine, Logistic regression, Artificial neural network, K-nearest neighbor, Naïve bays, and Decision tree while standard features selection algorithms. The research paper mainly focuses on which patient is more likely to have a heart disease based on various medical attributes. We prepared a heart disease prediction system to predict whether the patient is likely to be diagnosed with a heart disease or not using the medical history of the patient. The strength of the proposed model was quiet satisfying and was able to predict evidence of having a heart disease in a particular individual by using random forest, KNN and Logistic Regression which showed a good accuracy in comparison which is used prediction. So, a quiet significant amount of pressure has been lift off by using the given model in finding the probability of the classifier to correctly and accurately identify the heart disease and got 91% Accuracy.

Citations

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

IJARIIE Priya Darshini S, Mounica Manasa P, Naveen Kumar V, Maheswari M, and Dr. Roselin Mary S. "Myocardial Infraction Predication using Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 10-16
MLA Priya Darshini S, Mounica Manasa P, Naveen Kumar V, Maheswari M, and Dr. Roselin Mary S. "Myocardial Infraction Predication using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 10-16.
APA Priya Darshini S, Mounica Manasa P, Naveen Kumar V, Maheswari M, & Dr. Roselin Mary S. (2023). Myocardial Infraction Predication using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 10-16.
Chicago Priya Darshini S, Mounica Manasa P, Naveen Kumar V, Maheswari M, and Dr. Roselin Mary S. "Myocardial Infraction Predication using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 10-16.
Oxford Priya Darshini S, Mounica Manasa P, Naveen Kumar V, Maheswari M, and Dr. Roselin Mary S. 'Myocardial Infraction Predication using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 10-16. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Myocardial_Infraction_Predication_using_Machine__Learning_ijariie20003.pdf (Accessed : 07 February 2024).
Harvard Priya Darshini S, Mounica Manasa P, Naveen Kumar V, Maheswari M, and Dr. Roselin Mary S. (2023) 'Myocardial Infraction Predication using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 10-16IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Myocardial_Infraction_Predication_using_Machine__Learning_ijariie20003.pdf (Accessed : 07 February 2024)
IEEE Priya Darshini S, Mounica Manasa P, Naveen Kumar V, Maheswari M, and Dr. Roselin Mary S, "Myocardial Infraction Predication using Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 10-16, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Myocardial_Infraction_Predication_using_Machine__Learning_ijariie20003.pdf [Accessed : 07 February 2024].
Turabian Priya Darshini S, Mounica Manasa P, Naveen Kumar V, Maheswari M, and Dr. Roselin Mary S. "Myocardial Infraction Predication using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 (07 February 2024).
Vancouver Priya Darshini S, Mounica Manasa P, Naveen Kumar V, Maheswari M, and Dr. Roselin Mary S. Myocardial Infraction Predication using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 07 February 2024]; 9(3) : 10-16. Available from: https://ijariie.com/AdminUploadPdf/Myocardial_Infraction_Predication_using_Machine__Learning_ijariie20003.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 2/7/2024 7:28:09 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Leveraging AWS for Developing and Hosting a Dynamic Food Ordering Web ApplicationComputer EngineeringAfshin Khanam Download
Edge-to-Cloud Synergy: An Autoencoder-GAN Framework for Anomaly Detection in Healthcare Records, Financial Statements, and Secure Cloud StorageInformation TechnologyKarthik Kushala Download
E-Commerce Fraud Detection Based on Machine Learning TechniquesComputer Science EngneeringVikram Ankush Ade Download
Detection of Phishing Website Using Gradient Boosting AlgorithmComputer Science and EngineeringYAWALKAR PRASAD PRAMOD Download
Property Dealing WebComputer Science EngineeringYash Chaudhari Download
Reinforcement Learning for the Evolution of Antimicrobial Nano formulationsmachine learningMadhusudan Download
SecuraVault: A secured blockchain based cloud storage systemComputer Engineering Anshika Jaiswal Download
Autoimmune Disease Detection in women Using Machine Learning Approachcomputer science EngineeringJ. L. V. S. Download
Medicine Overdose Detection System Using Machine LearningComputer Science EngineeringDr.Somashekhar B M Download
Home Price Prediction Using Machine LearningComputer Science & Engineering G Tushar Download
Heat diseases prediction using machine learningComputer EngineeringProf. Meghashree M B Download
GRIDSHIELD AIComputer EngineeringDr. Archana B Download
Diabetic Retinopathy Detection with AI InsightsComputer EngineeringJay Mahesh Gurav Download
Personalized Fitness Segmentation with Actionable InsightsMachine LearningAnju Tiwari Download
Sentiment-Based Machine Learning Approach for Mapping Citizen ProblemsComputer science and EngineeringDr. Madhu B K 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 © 2025. IJARIIE. All Rights Reserved.