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Title: :  Advancements in Machine Learning for the Detection of Human Heart Diseases
PaperId: :  24499
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 4 2024
DUI:    16.0415/IJARIIE-24499
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
M VindhyaCMR University
Krithick Narayan DCMR University
Dr. UMADEVI RAMAMOORTHYCMR University

Abstract

machine learning
Machine Learning, Heart Disease Detection, Cardiology Informatics, Predictive Analytics, Health Data Analysis, Algorithmic Diagnosis, Cardiovascular Risk Prediction, Artificial Intelligence in Healthcare, Medical Decision Support Systems, Pattern Recognition in Cardiology.
This review paper delves into the application of machine learning techniques in the early detection and diagnosis of heart disease, an area that continues to challenge healthcare professionals worldwide. With cardiovascular diseases leading as a major cause of mortality, timely and accurate detection can significantly impact patient outcomes. This paper provides an accessible overview of current ML methods used to analyse and interpret complex cardiovascular data. We explore various algorithms, including decision trees, support vector machines, and neural networks, which are instrumental in recognizing patterns and predicting heart disease risks with increasing precision. Key studies and breakthroughs in the field are summarized to present a clear picture of where we stand and what the future may hold for ML in cardiology. Through this paper, readers will gain insights into the state-of-the-art ML tools transforming heart disease detection and the ongoing quest for models that are as robust and interpretable as they are effective.

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IJARIIE M Vindhya, Krithick Narayan D, and Dr. UMADEVI RAMAMOORTHY. "Advancements in Machine Learning for the Detection of Human Heart Diseases" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 4 2024 Page 276-281
MLA M Vindhya, Krithick Narayan D, and Dr. UMADEVI RAMAMOORTHY. "Advancements in Machine Learning for the Detection of Human Heart Diseases." International Journal Of Advance Research And Innovative Ideas In Education 10.4(2024) : 276-281.
APA M Vindhya, Krithick Narayan D, & Dr. UMADEVI RAMAMOORTHY. (2024). Advancements in Machine Learning for the Detection of Human Heart Diseases. International Journal Of Advance Research And Innovative Ideas In Education, 10(4), 276-281.
Chicago M Vindhya, Krithick Narayan D, and Dr. UMADEVI RAMAMOORTHY. "Advancements in Machine Learning for the Detection of Human Heart Diseases." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 4 (2024) : 276-281.
Oxford M Vindhya, Krithick Narayan D, and Dr. UMADEVI RAMAMOORTHY. 'Advancements in Machine Learning for the Detection of Human Heart Diseases', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 4, 2024, p. 276-281. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Advancements_in_Machine_Learning_for_the_Detection_of_Human_Heart_Diseases_ijariie24499.pdf (Accessed : ).
Harvard M Vindhya, Krithick Narayan D, and Dr. UMADEVI RAMAMOORTHY. (2024) 'Advancements in Machine Learning for the Detection of Human Heart Diseases', International Journal Of Advance Research And Innovative Ideas In Education, 10(4), pp. 276-281IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Advancements_in_Machine_Learning_for_the_Detection_of_Human_Heart_Diseases_ijariie24499.pdf (Accessed : )
IEEE M Vindhya, Krithick Narayan D, and Dr. UMADEVI RAMAMOORTHY, "Advancements in Machine Learning for the Detection of Human Heart Diseases," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 4, pp. 276-281, Jul-Aug 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Advancements_in_Machine_Learning_for_the_Detection_of_Human_Heart_Diseases_ijariie24499.pdf [Accessed : ].
Turabian M Vindhya, Krithick Narayan D, and Dr. UMADEVI RAMAMOORTHY. "Advancements in Machine Learning for the Detection of Human Heart Diseases." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 4 ().
Vancouver M Vindhya, Krithick Narayan D, and Dr. UMADEVI RAMAMOORTHY. Advancements in Machine Learning for the Detection of Human Heart Diseases. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(4) : 276-281. Available from: https://ijariie.com/AdminUploadPdf/Advancements_in_Machine_Learning_for_the_Detection_of_Human_Heart_Diseases_ijariie24499.pdf
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