ISSN 2394-5125
 

Research Article 


MACHINE LEARNING BASED ALGORITHM FOR RISK PREDICTION OF CARDIO VASCULAR DISEASE (CVD)

Prasadgouda B Patil, P Mallikarjun Shastry, Ashokumar P S.

Abstract
Heart disease is a significant medical issue and it influences countless individuals. Cardiovascular Disease (CVD) is one such danger. There is no significant research which focuses on powerful prediction tools to find relationships and trends in data in medical division. CVD significant health issue that affects entire world, particularly in low as well as middle income countries. To extract valuable data in case of heart disease prediction, different types of machine learning as well as data mining methods are executed. However, the accuracy of the ideal results is not acceptable. Using machine learning techniques, this paper suggests risk prediction system of CVD. It continues as main cause of mortality in upcoming twenty years. Its main aim is to use this research to existing methods. Artificial Intelligence (AI) is used to determine clinician’s treatment plan and diagnosis by using machine learning technique. This paper discusses briefly about systems major modules along with related theory. The proposed model consolidates AI and information mining to give the exact results with least mistakes. This research gives precedent and direction for evolution of new type of risk prediction method in cardio vascular disease (CVD) field.

Key words: Heart disease, Cardiovascular Disease (CVD), risk prediction system, machine learning-based algorithm


 
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How to Cite this Article
Pubmed Style

Prasadgouda B Patil, P Mallikarjun Shastry, Ashokumar P S. MACHINE LEARNING BASED ALGORITHM FOR RISK PREDICTION OF CARDIO VASCULAR DISEASE (CVD). JCR. 2020; 7(9): 836-844. doi:10.31838/jcr.07.09.157


Web Style

Prasadgouda B Patil, P Mallikarjun Shastry, Ashokumar P S. MACHINE LEARNING BASED ALGORITHM FOR RISK PREDICTION OF CARDIO VASCULAR DISEASE (CVD). http://www.jcreview.com/?mno=112313 [Access: May 30, 2021]. doi:10.31838/jcr.07.09.157


AMA (American Medical Association) Style

Prasadgouda B Patil, P Mallikarjun Shastry, Ashokumar P S. MACHINE LEARNING BASED ALGORITHM FOR RISK PREDICTION OF CARDIO VASCULAR DISEASE (CVD). JCR. 2020; 7(9): 836-844. doi:10.31838/jcr.07.09.157



Vancouver/ICMJE Style

Prasadgouda B Patil, P Mallikarjun Shastry, Ashokumar P S. MACHINE LEARNING BASED ALGORITHM FOR RISK PREDICTION OF CARDIO VASCULAR DISEASE (CVD). JCR. (2020), [cited May 30, 2021]; 7(9): 836-844. doi:10.31838/jcr.07.09.157



Harvard Style

Prasadgouda B Patil, P Mallikarjun Shastry, Ashokumar P S (2020) MACHINE LEARNING BASED ALGORITHM FOR RISK PREDICTION OF CARDIO VASCULAR DISEASE (CVD). JCR, 7 (9), 836-844. doi:10.31838/jcr.07.09.157



Turabian Style

Prasadgouda B Patil, P Mallikarjun Shastry, Ashokumar P S. 2020. MACHINE LEARNING BASED ALGORITHM FOR RISK PREDICTION OF CARDIO VASCULAR DISEASE (CVD). Journal of Critical Reviews, 7 (9), 836-844. doi:10.31838/jcr.07.09.157



Chicago Style

Prasadgouda B Patil, P Mallikarjun Shastry, Ashokumar P S. "MACHINE LEARNING BASED ALGORITHM FOR RISK PREDICTION OF CARDIO VASCULAR DISEASE (CVD)." Journal of Critical Reviews 7 (2020), 836-844. doi:10.31838/jcr.07.09.157



MLA (The Modern Language Association) Style

Prasadgouda B Patil, P Mallikarjun Shastry, Ashokumar P S. "MACHINE LEARNING BASED ALGORITHM FOR RISK PREDICTION OF CARDIO VASCULAR DISEASE (CVD)." Journal of Critical Reviews 7.9 (2020), 836-844. Print. doi:10.31838/jcr.07.09.157



APA (American Psychological Association) Style

Prasadgouda B Patil, P Mallikarjun Shastry, Ashokumar P S (2020) MACHINE LEARNING BASED ALGORITHM FOR RISK PREDICTION OF CARDIO VASCULAR DISEASE (CVD). Journal of Critical Reviews, 7 (9), 836-844. doi:10.31838/jcr.07.09.157