Development of Data Mining Framework Cardiovascular Disease Prediction

RA Said, NA Al-Dmour, M Salahat, GF Issa… - The Effect of Information …, 2023 - Springer
One of the highest shares of data-driven technology of health sector happens for private
insurance stakeholders. It is therefore clear that private insurance companies can only …

A Review: Machine Learning and Data Mining Approaches for Cardiovascular Disease Diagnosis and Prediction

GS Rao, G Muneeswari - EAI Endorsed Transactions on …, 2024 - publications.eai.eu
INTRODUCTION: Cardiovascular disease (CVD) is the most common cause of death
worldwide, and its prevalence is rising in low-resource settings and among those with lower …

Applying data science approach to predicting diseases and recommending drugs in healthcare using machine learning models–a cardio disease case study

MA Lambay, SP Mohideen - Multimedia Tools and Applications, 2024 - Springer
Cardiovascular diseases are causing more deaths across the globe. With innovations in
Artificial Intelligence (AI) predicting such diseases early is very important research area. With …

A systematic review of Machine learning techniques for Heart disease prediction.

S Udhan, B Patil - International Journal of Next-Generation …, 2021 - search.ebscohost.com
One of the most common disease today is Heart Disease, and early diagnosis of such
disease is very challenging. Machine learning includes artificial intelligence, which is …

[PDF][PDF] A comprehensive review on heart disease prediction using data mining and machine learning techniques

L Yahaya, ND Oye, EJ Garba - American Journal of …, 2020 - pdfs.semanticscholar.org
Heart disease is one of the major causes of life complicacies and subsequently leading to
death. The heart disease diagnosis and treatment are very complex, especially in the …

[PDF][PDF] A model for coronary heart disease prediction using data mining classification techniques

DO Makumba, W Cheruiyot, K Ogada - Asian J. Res. Comput. Sci, 2019 - researchgate.net
Nowadays the guts malady is one amongst the foremost causes of death within the world.
Thus it s early prediction and diagnosing is vital in medical field, which might facilitate in on …

Predicting heart disease using logistic regression

M Anshori, MS Haris - Knowledge Engineering and …, 2022 - repository.itsk-soepraoen.ac.id
A common risk of death is caused by heart disease. It is critical in the field of medicine to be
able to diagnose cardiac disease in order to adequately prevent and treat patients. The most …

[PDF][PDF] Predictive data mining for medical diagnosis: An overview of heart disease prediction

J Soni, U Ansari, D Sharma, S Soni - International Journal of …, 2011 - academia.edu
The successful application of data mining in highly visible fields like e-business, marketing
and retail has led to its application in other industries and sectors. Among these sectors just …

Real-data comparison of data mining methods in prediction of coronary artery disease in Iran

A Dekamin, A Shaibatalhamdi - Health Management & Information …, 2017 - jhmi.sums.ac.ir
Introduction: Cardiovascular diseases are currently of broad prevalence and constitute one
of the major causes of mortality in different societies. Angiography is one of the most …

[PDF][PDF] Cardiovascular disease prediction using classification algorithms of machine learning

YJ Chauhan - International Journal of Science and Research, 2020 - academia.edu
Cardiovascular disease is a major health burden worldwide in the 21st century. Human
services consumptions are overpowering national and corporate spending plans because of …