Heart disease prediction using naive bayes, decision tree warm weighted associated rule mining

M Mahendhiran, H Harshan, N Kumar… - AIP Conference …, 2024 - pubs.aip.org
Coronary artery supply path Atherosclerosis in coronary corridors causes coronary disease
(CAD), which leads to heart failure and cardiovascular failure. Angiography is an expensive …

An in-depth analysis of data mining and machine learning methods for heart disease prediction

D Kamran - osf.io
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 …

Application of data mining techniques on heart disease prediction: a survey

R Chadha, S Mayank, A Vardhan… - Emerging Research in …, 2016 - Springer
Globally, the medical industry is presumably “information rich” and “knowledge poor”. KDD,
ie knowledge discovery from data is hence, applied to extract interesting patterns from the …

[PDF][PDF] A Comparative Analysis of Algorithms for Heart Disease Prediction Using Data Mining [J]

S Howlader, T Biswas, A Roy, G Mortuja… - International Journal of …, 2023 - mecs-press.org
Heart disease is very common in today's day and age, with death rates climbing up the
numbers every year. Prediction of heart disease cases is a topic that has been around in the …

[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 …

Heart attack prediction using machine learning

N Janaraniani, P Divya, E Madhukiruba… - 2022 4th …, 2022 - ieeexplore.ieee.org
In the recent years, the coronary artery disease (CAD) becomes leading cause of mortality
worldwide both in high-income nations and in poor countries to a rising extent. Studies of …

[PDF][PDF] An effective classification rule technique for heart disease prediction

S Vijayarani, S Sudha - International Journal of Engineering …, 2013 - researchgate.net
Data mining is defined as sorting through data from a large database to identify patterns and
establish relationships. Data mining consists of various techniques namely association …

[PDF][PDF] Develop Futuristic Prediction Regarding Details of Health System for Heart Diseases using Data Mining Techniques

SM Bhadkumbhe, V Metkar, K Shitole… - 2nd Intl. Conf. Res. J …, 2019 - academia.edu
Tremendous amount of people are prone to heart deformity and in today's world lot of
people are prone to these diseases that is CVD (Cardiovascular disease) and it is one of the …

[HTML][HTML] A novel approach for heart disease prediction using strength scores with significant predictors

A Yazdani, KD Varathan, YK Chiam, AW Malik… - BMC medical informatics …, 2021 - Springer
Background Cardiovascular disease is the leading cause of death in many countries.
Physicians often diagnose cardiovascular disease based on current clinical tests and …

[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 …