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Title: :  A Comprehensive Review of Heart Disease Prediction Using Machine Learning Approach
PaperId: :  15684
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 1 2020
DUI:    16.0415/IJARIIE-15684
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shubha SoniSri Satya Sai University of Technology and Medical Sciences, Sehore
Dr. Neeraj SharmaSri Satya Sai University of Technology and Medical Sciences, Sehore
Dr. Harsh Pratap SinghSri Satya Sai University of Technology and Medical Sciences, Sehore

Abstract

Machine Learning
Machine Learning, Heart Disease, Prediction, Decision tree, Heart Patients, Regression
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

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IJARIIE 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 Volume 6 Issue 1 2020 Page 1459-1466
MLA 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 6.1(2020) : 1459-1466.
APA Shubha Soni, Dr. Neeraj Sharma, & Dr. Harsh Pratap Singh. (2020). 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.
Chicago 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 6, no. 1 (2020) : 1459-1466.
Oxford 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, 2020, p. 1459-1466. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_Comprehensive_Review_of_Heart_Disease_Prediction_Using_Machine_Learning_Approach_ijariie15684.pdf (Accessed : 21 March 2023).
Harvard Shubha Soni, Dr. Neeraj Sharma, and Dr. Harsh Pratap Singh. (2020) 'A Comprehensive Review of Heart Disease Prediction Using Machine Learning Approach', International Journal Of Advance Research And Innovative Ideas In Education, 6(1), pp. 1459-1466IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_Comprehensive_Review_of_Heart_Disease_Prediction_Using_Machine_Learning_Approach_ijariie15684.pdf (Accessed : 21 March 2023)
IEEE 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, Jan-Feb 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_Comprehensive_Review_of_Heart_Disease_Prediction_Using_Machine_Learning_Approach_ijariie15684.pdf [Accessed : 21 March 2023].
Turabian 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 [Online]. volume 6 number 1 (21 March 2023).
Vancouver 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 [Internet]. 2020 [Cited : 21 March 2023]; 6(1) : 1459-1466. Available from: https://ijariie.com/AdminUploadPdf/A_Comprehensive_Review_of_Heart_Disease_Prediction_Using_Machine_Learning_Approach_ijariie15684.pdf
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