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Heart Disease Prediction Using Deep Learning Algorithm

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Soft Computing and Signal Processing (ICSCSP 2021)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1413))

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Abstract

Heart diseases also known as cardiovascular diseases (CVDs) have been the major cause of death in the whole world over the last few decades and have risen to become the most dangerous disease not only in India but throughout the world. Heart disease may refer to several conditions that affect your heart. Given the number of variables in your body that can possibly contribute to heart disease, it is one of the most difficult diseases to foresee. Detecting and predicting it are a daunting job for physicians and researchers alike. As a result, a reliable, effective, and practical way to diagnose such life-threatening diseases, a proper medication is needed. In this project, we will try to solve this problem using different algorithms with the Cleveland dataset. Our project will be helpful and will make an easy way for predicting the occurrence of heart disease.

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References

  1. A. Jagtap, P. Malewadkar, O. Baswat, H. Rambade, Heart disease prediction using machine learning. Int. J. Res. Eng. Sci. Manage. 2(2) (2019). www.ijresm.com | ISSN (Online) 2581-5792

  2. N. Rajesh, T. Maneesha, S. Hafeez, H. Krishna, Prediction of heart disease using machine learning algorithms. Int. J. Eng. Technol. 7(2.32), 363–366 (2018)

    Google Scholar 

  3. M. Marimuthu, M. Abinaya, K.S. Hariesh, K. Madhankumar, V. Pavithra, A review on heart disease prediction using machine learning and data analytics approach. Int. J. Comput. Appl. (0975-8887) 181(18) (2018)

    Google Scholar 

  4. S. Sharma, M. Parmar, Heart diseases prediction using deep learning neural network model. Int. J. Innov. Technol. Explor. Eng. (IJITEE) 9(3) (2020). ISSN 2278-3075

    Google Scholar 

  5. S.N. Pasha, D. Ramesh, S. Mohmmad, A. Harshavardhan, Shabana, Cardiovascular disease prediction using deep learning techniques. IOP Conf. Ser.: Mater. Sci. Eng. 981, 022006 (2020)

    Google Scholar 

  6. D. Shah, S. Patel, S.K. Bharti, Heart disease prediction using Machine learning techniques. SN Comput. Sci., 342–345 (2020)

    Google Scholar 

  7. T.K. Sajja, H.K. Kalluri, A deep learning method for prediction of cardiovascular disease using convolutional neutral network. Int. Inf. Eng. Technol. Assoc. 34(5), 601–606 (2020)

    Google Scholar 

  8. Y. Khourdifi, M. Bahaj, Heart disease prediction and classification using Machine learning algorithms optimized by particle swarm optimization and ant colony optimization. Int. J. Intell. Eng. Syst. 12(1), 242–252

    Google Scholar 

  9. G. Jignesh Chowdary, G. Suganya, M. Premalatha, Effective prediction of cardiovascular disease using cluster of machine learning algorithms. J. Critical Rev. 7(18), 2192–2201 (2020). ISSN-2394–5125

    Google Scholar 

  10. https://www.kaggle.com/ronitf/heart-disease-uci

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Velakanti, G., Jarathi, S., Harshini, M., Ankam, P., Vuppu, S. (2022). Heart Disease Prediction Using Deep Learning Algorithm. In: Reddy, V.S., Prasad, V.K., Wang, J., Reddy, K. (eds) Soft Computing and Signal Processing. ICSCSP 2021. Advances in Intelligent Systems and Computing, vol 1413. Springer, Singapore. https://doi.org/10.1007/978-981-16-7088-6_7

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