A Comprehensive Review of Heart Disease Prediction Using Machine Learning Approach

Shubha Soni; Dr. Neeraj Sharma; Dr. Harsh Pratap Singh

A Comprehensive Review of Heart Disease Prediction Using Machine Learning Approach

December 2021

Vol-6, Issue-1

Paper ID: 15684

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Machine Learning

Keywords

Machine Learning Heart Disease Prediction Decision tree Heart Patients Regression

Abstract

Prediction of heart disease becomes very important for the doctors or practitioners which helps in accurate decision making for the development of heart patients. Heart is one of the most significant part of the body. It helps to clean and circulate blood to whole parts of the body. Machine learning technique is widely used for the understanding the symptoms of heart patients. Machine learning is an analytical tool used when a task is large and difficult to program, such as transforming medical record into knowledge, pandemic predictions, and genomic data analysis. In this paper, we present the review of literature work done for prediction of heart disease and also discusses some machine learning techniques of heart prediction such as decision tree, naïve bayes algorithm, logistic regression, random forest etc

License

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Author Information

#	Name	Institute / Affiliation
1	Shubha Soni	Sri Satya Sai University of Technology and Medical Sciences, Sehore
2	Dr. Neeraj Sharma	Sri Satya Sai University of Technology and Medical Sciences, Sehore
3	Dr. Harsh Pratap Singh	Sri Satya Sai University of Technology and Medical Sciences, Sehore

How to Cite

Use the following formats to cite this article in your research.

APA Style

Soni, Shubha, Sharma, Dr. Neeraj, & Singh, Dr. Harsh Pratap (2021). A Comprehensive Review of Heart Disease Prediction Using Machine Learning Approach. International Journal of Advance Research and Innovative Ideas In Education, 6(1), 1459-1466.

MLA Style

Soni, Shubha, et al. "A Comprehensive Review of Heart Disease Prediction Using Machine Learning Approach." International Journal of Advance Research and Innovative Ideas In Education, vol. 6, no. 1, 2021, pp. 1459-1466.

IEEE Style

Shubha Soni, Dr. Neeraj Sharma, and Dr. Harsh Pratap Singh, "A Comprehensive Review of Heart Disease Prediction Using Machine Learning Approach," International Journal of Advance Research and Innovative Ideas In Education, vol. 6, no. 1, pp. 1459-1466, 2021.

Vancouver Style

Soni Shubha, Sharma Dr. Neeraj, Singh Dr. Harsh Pratap. A Comprehensive Review of Heart Disease Prediction Using Machine Learning Approach. International Journal of Advance Research and Innovative Ideas In Education. 2021;6(1):1459-1466.

Harvard Style

Soni, Shubha, Sharma, Dr. Neeraj, & Singh, Dr. Harsh Pratap (2021) 'A Comprehensive Review of Heart Disease Prediction Using Machine Learning Approach', International Journal of Advance Research and Innovative Ideas In Education, 6(1), pp. 1459-1466.

Chicago Style

Soni, Shubha, Dr. Neeraj Sharma, and Dr. Harsh Pratap Singh. "A Comprehensive Review of Heart Disease Prediction Using Machine Learning Approach." International Journal of Advance Research and Innovative Ideas In Education 6, no. 1 (2021): 1459-1466.

Turabian Style

Soni, Shubha, Dr. Neeraj Sharma, and Dr. Harsh Pratap Singh. "A Comprehensive Review of Heart Disease Prediction Using Machine Learning Approach." International Journal of Advance Research and Innovative Ideas In Education 6, no. 1 (2021): 1459-1466.