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Title: :  A Review on Cardiovascular Disease Prediction using Machine Learning Techniques
PaperId: :  20602
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20602
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prof. Mr. Abhijit Ashok HipparkarCollege of Engineering Phaltan
Mr. Prathamesh Vasantrao WaghCollege of Engineering Phaltan
Mr. Prathmesh Prashant ShahaCollege of Engineering Phaltan
Mr. Sumit Narayan KadamCollege of Engineering Phaltan
Mr. Abhijeet Manohar ManeCollege of Engineering Phaltan

Abstract

Computer Engineering
Random Forest, Logistic Regression, Naïve Bayes, KNN, Decision Tree, SVM, Machine Learning, CVD, Hybrid random forest with linear model, Ensemble classifier, Fuzzy approach, K-nearest neighbor, Artificial neural network, Apriori algorithm.
Heart disease is one of the most significant causes of mortality in the world today. The main challenge is to predict the cardiovascular disease. In the last decade, along with the life of a machine, many diseases, including cancer and cardiovascular disease have been common in many societies that kill many people every year. Machine learning is a subset of artificial intelligence that enables software programmers to grow more precise at predicting outcomes. Machine learning is very useful technique for predicting cardiovascular disease. Machine learning techniques are used to predict the heart disease, such as Hybrid random forest with linear model, Ensemble classifier, Fuzzy approach, K-nearest neighbor, Artificial neural network, Apriori algorithm and Support vector machine. This paper provides an insight of the existing algorithm and it gives an overall summary of the existing work.

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IJARIIE Prof. Mr. Abhijit Ashok Hipparkar, Mr. Prathamesh Vasantrao Wagh, Mr. Prathmesh Prashant Shaha, Mr. Sumit Narayan Kadam, and Mr. Abhijeet Manohar Mane. "A Review on Cardiovascular Disease Prediction using Machine Learning Techniques" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 3037-3040
MLA Prof. Mr. Abhijit Ashok Hipparkar, Mr. Prathamesh Vasantrao Wagh, Mr. Prathmesh Prashant Shaha, Mr. Sumit Narayan Kadam, and Mr. Abhijeet Manohar Mane. "A Review on Cardiovascular Disease Prediction using Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 3037-3040.
APA Prof. Mr. Abhijit Ashok Hipparkar, Mr. Prathamesh Vasantrao Wagh, Mr. Prathmesh Prashant Shaha, Mr. Sumit Narayan Kadam, & Mr. Abhijeet Manohar Mane. (2023). A Review on Cardiovascular Disease Prediction using Machine Learning Techniques. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 3037-3040.
Chicago Prof. Mr. Abhijit Ashok Hipparkar, Mr. Prathamesh Vasantrao Wagh, Mr. Prathmesh Prashant Shaha, Mr. Sumit Narayan Kadam, and Mr. Abhijeet Manohar Mane. "A Review on Cardiovascular Disease Prediction using Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 3037-3040.
Oxford Prof. Mr. Abhijit Ashok Hipparkar, Mr. Prathamesh Vasantrao Wagh, Mr. Prathmesh Prashant Shaha, Mr. Sumit Narayan Kadam, and Mr. Abhijeet Manohar Mane. 'A Review on Cardiovascular Disease Prediction using Machine Learning Techniques', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 3037-3040. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_Review_on_Cardiovascular_Disease_Prediction_using_Machine_Learning_Techniques_ijariie20602.pdf (Accessed : ).
Harvard Prof. Mr. Abhijit Ashok Hipparkar, Mr. Prathamesh Vasantrao Wagh, Mr. Prathmesh Prashant Shaha, Mr. Sumit Narayan Kadam, and Mr. Abhijeet Manohar Mane. (2023) 'A Review on Cardiovascular Disease Prediction using Machine Learning Techniques', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 3037-3040IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_Review_on_Cardiovascular_Disease_Prediction_using_Machine_Learning_Techniques_ijariie20602.pdf (Accessed : )
IEEE Prof. Mr. Abhijit Ashok Hipparkar, Mr. Prathamesh Vasantrao Wagh, Mr. Prathmesh Prashant Shaha, Mr. Sumit Narayan Kadam, and Mr. Abhijeet Manohar Mane, "A Review on Cardiovascular Disease Prediction using Machine Learning Techniques," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 3037-3040, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_Review_on_Cardiovascular_Disease_Prediction_using_Machine_Learning_Techniques_ijariie20602.pdf [Accessed : ].
Turabian Prof. Mr. Abhijit Ashok Hipparkar, Mr. Prathamesh Vasantrao Wagh, Mr. Prathmesh Prashant Shaha, Mr. Sumit Narayan Kadam, and Mr. Abhijeet Manohar Mane. "A Review on Cardiovascular Disease Prediction using Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 ().
Vancouver Prof. Mr. Abhijit Ashok Hipparkar, Mr. Prathamesh Vasantrao Wagh, Mr. Prathmesh Prashant Shaha, Mr. Sumit Narayan Kadam, and Mr. Abhijeet Manohar Mane. A Review on Cardiovascular Disease Prediction using Machine Learning Techniques. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(3) : 3037-3040. Available from: https://ijariie.com/AdminUploadPdf/A_Review_on_Cardiovascular_Disease_Prediction_using_Machine_Learning_Techniques_ijariie20602.pdf
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