Effective heart disease prediction using hybrid machine learning techniques

S Mohan, C Thirumalai, G Srivastava - IEEE access, 2019 - ieeexplore.ieee.org
Heart disease is one of the most significant causes of mortality in the world today. Prediction
of cardiovascular disease is a critical challenge in the area of clinical data analysis. Machine …

Heart disease prediction using machine learning

C Boukhatem, HY Youssef… - 2022 Advances in Science …, 2022 - ieeexplore.ieee.org
Cardiovascular disease refers to any critical condition that impacts the heart. Because heart
diseases can be life-threatening, researchers are focusing on designing smart systems to …

[HTML][HTML] Prediction of heart disease using a combination of machine learning and deep learning

R Bharti, A Khamparia, M Shabaz, G Dhiman… - Computational …, 2021 - hindawi.com
The correct prediction of heart disease can prevent life threats, and incorrect prediction can
prove to be fatal at the same time. In this paper different machine learning algorithms and …

[HTML][HTML] Cardiovascular diseases prediction by machine learning incorporation with deep learning

S Subramani, N Varshney, MV Anand… - Frontiers in …, 2023 - frontiersin.org
It is yet unknown what causes cardiovascular disease (CVD), but we do know that it is
associated with a high risk of death, as well as severe morbidity and disability. There is an …

[HTML][HTML] Effectively predicting the presence of coronary heart disease using machine learning classifiers

CA Hassan, J Iqbal, R Irfan, S Hussain, AD Algarni… - Sensors, 2022 - mdpi.com
Coronary heart disease is one of the major causes of deaths around the globe. Predicating a
heart disease is one of the most challenging tasks in the field of clinical data analysis …

[PDF][PDF] Implementation of machine learning model to predict heart failure disease

FS Alotaibi - … Journal of Advanced Computer Science and …, 2019 - pdfs.semanticscholar.org
In the current era, Heart Failure (HF) is one of the common diseases that can lead to
dangerous situation. Every year almost 26 million of patients are affecting with this kind of …

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 …

Heart disease prediction using machine learning techniques

V Sharma, S Yadav, M Gupta - 2020 2nd international …, 2020 - ieeexplore.ieee.org
As per the recent study by WHO, heart related diseases are increasing. 17.9 million people
die every-year due to this. With growing population, it gets further difficult to diagnose and …

A decision support system for heart disease prediction based upon machine learning

P Rani, R Kumar, NMOS Ahmed, A Jain - Journal of Reliable Intelligent …, 2021 - Springer
Detection of heart disease through early-stage symptoms is a great challenge in the current
world scenario. If not diagnosed timely then this may become the cause of death. In …

Machine learning based heart disease prediction system

MS Raja, M Anurag, CP Reddy… - … and informatics (ICCCI), 2021 - ieeexplore.ieee.org
Heart attack disease is one of the leading causes of the death worldwide. In today's common
modern life, deaths due to the heart disease had become one of major issues, that roughly …