HEART DISEASE PRIDICTION USING MACHINE LEARNING AND DATA ANALYTICS APPROACH

  • Unique Paper ID: 167788
  • Volume: 11
  • Issue: 4
  • PageNo: 985-989
  • Abstract:
  • In this proposed system we implement Heart Disease Prediction using Artificial Neural Network (ANN). The project "Heart Disease Prediction using Artificial Neural Network (ANN)" aims to develop a predictive model for the early detection of heart disease using ANN’s. ANN’s are powerful machine learning algorithms that can learn patterns and relationships in data, making them an ideal choice for predicting complex medical conditions like heart disease. The proposed system is implemented using Cleveland Heart Disease data set available on UCI machine learning repository / Kaggle.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{167788,
        author = {N PRAVALLIKA and B MURALI},
        title = {HEART DISEASE PRIDICTION USING MACHINE LEARNING AND DATA ANALYTICS APPROACH},
        journal = {International Journal of Innovative Research in Technology},
        year = {2024},
        volume = {11},
        number = {4},
        pages = {985-989},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=167788},
        abstract = {In this proposed system we implement Heart Disease Prediction using Artificial Neural Network (ANN). The project "Heart Disease Prediction using Artificial Neural Network (ANN)" aims to develop a predictive model for the early detection of heart disease using ANN’s. ANN’s are powerful machine learning algorithms that can learn patterns and relationships in data, making them an ideal choice for predicting complex medical conditions like heart disease. The proposed system is implemented using Cleveland Heart Disease data set available on UCI machine learning repository / Kaggle.},
        keywords = {Disease Prediction, artificial Neural Network, Machine learning, heart diseases.},
        month = {September},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 4
  • PageNo: 985-989

HEART DISEASE PRIDICTION USING MACHINE LEARNING AND DATA ANALYTICS APPROACH

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