Building an efficient heart disease prediction system by using clustering techniques

KSL Prasanna, J Vijaya - … and Networking: Select Proceedings of CHSN …, 2022 - Springer
The healthcare management system (HMS) is a key to successful management of
healthcare facilities such as clinics or hospitals. In today's world, heart disease is one of the …

Empirical study of various classification techniques for heart disease prediction

Z Khan, DK Mishra, V Sharma… - 2020 IEEE 5th …, 2020 - ieeexplore.ieee.org
It is a known fact that heart acts as one of the most vital as well as complex organ of the
body. Without it, majority of living beings will cease to exist. The main function that is …

Heart disease prediction using machine learning techniques: a quantitative review

L Riyaz, MA Butt, M Zaman, O Ayob - International Conference on …, 2022 - Springer
Heart diseases or the cardiovascular diseases are the main reasons for a large number of
deaths in the world today. Heart disease affects the functioning of blood vessels and can …

Dynamic heart disease prediction using multi-machine learning techniques

S Farzana, D Veeraiah - 2020 5th International Conference on …, 2020 - ieeexplore.ieee.org
Health Care Field having enormous data, for processing these data we must use any
advanced techniques which will be helpful to provide the effective results and making …

A novel approach to predict cardiovascular diseases using machine learning

BP Doppala, Midhunchakkravarthy… - Machine Intelligence and …, 2021 - Springer
Heart is considered to be one of the major organs which plays a vital role in the human body
functioning. In recent days, due to many health hazards and living style, most of the people …

Methodologies and techniques for heart disease classification and prediction

PS Sangle, RM Goudar… - 2020 11th International …, 2020 - ieeexplore.ieee.org
Heart disease is one of the most common reasons of increased mortality rate in the world.
The term heart disease refers to disease of heart & blood vessel system within it. Heart …

Heart Disease Prediction Using Hybrid Classification Methods

A Bharadwaj, D Yadav, AK Yadav - … Proceedings of ICICC 2021, Volume 1, 2022 - Springer
Predictive analytics is the method of taking out information from available datasets for
determining patterns and predicting future events and developments. It mainly consists of …

Prediction of cardiac disease using supervised machine learning algorithms

RJP Princy, S Parthasarathy, PSH Jose… - … and control systems …, 2020 - ieeexplore.ieee.org
The healthcare industry is dealing with billions of patients all over the world and producing
massive data. The machine learning-based models are dissecting the multidimensional …

Hybrid Classifier for Identification of Heart Disease

Y Sharma, R Veliyambara… - 2019 4th International …, 2019 - ieeexplore.ieee.org
Cardiovascular disease has increased rapidly in the past few decades. It has become a
leading cause of death globally. Heart disease has affected the global heterogeneous …

Prediction of cardiovascular disease using multiple machine learning platforms

G Shobana, SN Bushra - 2021 international conference on …, 2021 - ieeexplore.ieee.org
The number of people affected due to Cardiovascular diseases has escalated in recent
years. The sedentary lifestyle, certain genetic factors, obesity, lack of exercise and stressful …