[HTML][HTML] Risk prediction of cardiovascular disease using machine learning classifiers

M Pal, S Parija, G Panda, K Dhama, RK Mohapatra - Open Medicine, 2022 - degruyter.com
Cardiovascular disease (CVD) makes our heart and blood vessels dysfunctional and often
leads to death or physical paralysis. Therefore, early and automatic detection of CVD can …

[HTML][HTML] Machine learning-based approach to the diagnosis of cardiovascular vascular disease using a combined dataset

KMM Uddin, R Ripa, N Yeasmin, N Biswas… - Intelligence-Based …, 2023 - Elsevier
Nowadays, one of the most important illnesses is a heart disease which causes most
patients dead. The medical diagnosis of heart disease is quite difficult. This diagnosis is a …

A Review of Machine Learning's Role in Cardiovascular Disease Prediction: Recent Advances and Future Challenges

MA Naser, AA Majeed, M Alsabah, TR Al-Shaikhli… - Algorithms, 2024 - mdpi.com
Cardiovascular disease is the leading cause of global mortality and responsible for millions
of deaths annually. The mortality rate and overall consequences of cardiac disease can be …

[PDF][PDF] Detection of cardiovascular disease using machine learning classification models

HH Alalawi, MS Alsuwat - International Journal of Engineering …, 2021 - academia.edu
Cardiovascular disease (CVD) is an all-encompassing term for situations affecting the heart
or blood vessels. This is commonly associated with an accumulation of fatty deposits within …

A novel study on machine learning algorithm‐based cardiovascular disease prediction

A Khan, M Qureshi, M Daniyal… - Health & Social Care in …, 2023 - Wiley Online Library
Cardiovascular disease (CVD) is a life‐threatening disease rising considerably in the world.
Early detection and prediction of CVD as well as other heart diseases might protect many …

[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 …

Supervised Machine Learning‐Based Cardiovascular Disease Analysis and Prediction

MDA Hossen, T Tazin, S Khan, E Alam… - Mathematical …, 2021 - Wiley Online Library
Cardiovascular illness, often commonly known as heart disease, encompasses a variety of
diseases that affect the heart and has been the leading cause of mortality globally in recent …

Nonclinical features in predictive modeling of cardiovascular diseases: a machine learning approach

MR Sajid, N Muhammad, R Zakaria, A Shahbaz… - Interdisciplinary …, 2021 - Springer
Background In the broader healthcare domain, the prediction bears more value than an
explanation considering the cost of delays in its services. There are various risk prediction …

[Retracted] Implementation of a Heart Disease Risk Prediction Model Using Machine Learning

K Karthick, SK Aruna, R Samikannu… - … Methods in Medicine, 2022 - Wiley Online Library
Cardiovascular disease prediction aids practitioners in making more accurate health
decisions for their patients. Early detection can aid people in making lifestyle changes and, if …

[PDF][PDF] Cardiovascular Disease Risk Prediction with Supervised Machine Learning Techniques.

E Dritsas, S Alexiou, K Moustakas - ICT4AWE, 2022 - scitepress.org
Cardiovascular diseases (CVDs) are the leading cause of death worldwide and a major
public health concern, with heart diseases being the most prevalent ones, thus the early …