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Title: :  Heart Guard AI: Smart Detection and Classification using Neural Networks
PaperId: :  23698
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-23698
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Pranay SinghBangalore Institute of Technology(BIT)
D.Lokesh RamBangalore Institute of Technology(BIT)
Prateek KumarBangalore Institute of Technology(BIT)
Raunak KumarBangalore Institute of Technology(BIT)
Prof. Manasa T P Bangalore Institute of Technology(BIT)

Abstract

Computer Science and Engineering
Cardiovascular disease, Heart disease, Chest pain classification, Machine learning, Predictive modeling, Healthcare, Clinical decision-making, Neural networks.
This research project focuses on the prediction and classification of heart diseases using machine learning techniques, particularly neural network architecture. The primary objective is to accurately identify various types of heart diseases and assess the likelihood of their occurrence. The proposed system not only predicts the presence of heart disease but also suggests follow-up actions or treatment recommendations based on the analysis. A neural network-based model is developed to classify heart diseases into distinct categories with high accuracy and efficiency. Comparative analysis of various machine learning algorithms such as KNN, ANN, SVM, Naive Bayes, and Decision trees is conducted to evaluate performance. By integrating artificial intelligence into healthcare, this project aims to provide a user-friendly solution for individuals to monitor their heart health effectively, contributing to advancements in cardiovascular disease detection and management.

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IJARIIE Pranay Singh, D.Lokesh Ram, Prateek Kumar, Raunak Kumar, and Prof. Manasa T P . "Heart Guard AI: Smart Detection and Classification using Neural Networks" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 1161-1170
MLA Pranay Singh, D.Lokesh Ram, Prateek Kumar, Raunak Kumar, and Prof. Manasa T P . "Heart Guard AI: Smart Detection and Classification using Neural Networks." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 1161-1170.
APA Pranay Singh, D.Lokesh Ram, Prateek Kumar, Raunak Kumar, & Prof. Manasa T P . (2024). Heart Guard AI: Smart Detection and Classification using Neural Networks. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 1161-1170.
Chicago Pranay Singh, D.Lokesh Ram, Prateek Kumar, Raunak Kumar, and Prof. Manasa T P . "Heart Guard AI: Smart Detection and Classification using Neural Networks." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 1161-1170.
Oxford Pranay Singh, D.Lokesh Ram, Prateek Kumar, Raunak Kumar, and Prof. Manasa T P . 'Heart Guard AI: Smart Detection and Classification using Neural Networks', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 1161-1170. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Heart_Guard_AI__Smart_Detection_and_Classification_using_Neural_Networks_ijariie23698.pdf (Accessed : 12 May 2024).
Harvard Pranay Singh, D.Lokesh Ram, Prateek Kumar, Raunak Kumar, and Prof. Manasa T P . (2024) 'Heart Guard AI: Smart Detection and Classification using Neural Networks', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 1161-1170IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Heart_Guard_AI__Smart_Detection_and_Classification_using_Neural_Networks_ijariie23698.pdf (Accessed : 12 May 2024)
IEEE Pranay Singh, D.Lokesh Ram, Prateek Kumar, Raunak Kumar, and Prof. Manasa T P , "Heart Guard AI: Smart Detection and Classification using Neural Networks," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 1161-1170, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Heart_Guard_AI__Smart_Detection_and_Classification_using_Neural_Networks_ijariie23698.pdf [Accessed : 12 May 2024].
Turabian Pranay Singh, D.Lokesh Ram, Prateek Kumar, Raunak Kumar, and Prof. Manasa T P . "Heart Guard AI: Smart Detection and Classification using Neural Networks." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 (12 May 2024).
Vancouver Pranay Singh, D.Lokesh Ram, Prateek Kumar, Raunak Kumar, and Prof. Manasa T P . Heart Guard AI: Smart Detection and Classification using Neural Networks. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 12 May 2024]; 10(3) : 1161-1170. Available from: https://ijariie.com/AdminUploadPdf/Heart_Guard_AI__Smart_Detection_and_Classification_using_Neural_Networks_ijariie23698.pdf
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