An All-Inclusive Machine Learning and Deep Learning Method for Forecasting Cardiovascular Disease in Bangladeshi Population

M Mandava, SR Vinta, H Ghosh… - … on Pervasive Health …, 2023 - publications.eai.eu
INTRODUCTION: Cardiovascular disease is a major concern and pressing issue faced by
the healthcare sector globally. According to a survey conducted by the WHO every year …

Cardiovascular disease forecast using machine learning paradigms

S Islam, N Jahan, ME Khatun - 2020 Fourth International …, 2020 - ieeexplore.ieee.org
In this recent era, Cardiovascular disease (CVD) propagation rate has been intensifying the
cause of death worldwide among the non-communicable disease. In particular the south …

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 …

Machine learning–based heart disease prediction system for Indian population: An exploratory study done in South India

E Maini, B Venkateswarlu, B Maini… - medical journal armed …, 2021 - Elsevier
Abstract Background In India, huge mortality occurs due to cardiovascular diseases (CVDs)
as these diseases are not diagnosed in early stages. Machine learning (ML) algorithms can …

Heart disease prediction using core machine learning techniques—a comparative study

S Sarah, MK Gourisaria, S Khare, H Das - Advances in Data and …, 2022 - Springer
Cardiovascular diseases are responsible for twenty five per cent of the deaths in India and
across the world. Indians are affected by CVDs at a much earlier age compared to the other …

[PDF][PDF] Heart disease prediction using machine learning

BU Rindhe, N Ahire, R Patil, S Gagare, M Darade - Heart Disease, 2021 - academia.edu
Heart-related diseases or Cardiovascular Diseases (CVDs) are the main reason for a huge
number of death in the world over the last few decades and has emerged as the most life …

A hybrid framework for heart disease prediction using machine learning algorithms

L Chandrika, K Madhavi - E3S Web of Conferences, 2021 - e3s-conferences.org
Cardiovascular Diseases (CVDs) are the primary cause for the sudden death in the world
today from the past few years the disease has emerged greatly as a most unpredictable …

A systematic review on machine learning approaches for cardiovascular disease prediction using medical big data

J Azmi, M Arif, MT Nafis, MA Alam, S Tanweer… - Medical engineering & …, 2022 - Elsevier
There is a considerable rise in cardiovascular diseases in the world. It is pertinently
essential to make cardiovascular prediction accurate to the maximum. A forecast based on …

Heart disease prognosis using machine learning classification techniques

MNR Chowdhury, E Ahmed… - … for Convergence in …, 2021 - ieeexplore.ieee.org
Heart Disease is one of the fatal causes of worldwide death in also third world countries like
Bangladesh. Though heart disease prediction with a satisfactory accuracy level is a very …

Application of machine learning for cardiovascular disease risk prediction

S Dalal, P Goel, EM Onyema, A Alharbi… - Computational …, 2023 - Wiley Online Library
Cardiovascular diseases (CVDs) are a common cause of heart failure globally. The need to
explore possible ways to tackle the disease necessitated this study. The study designed a …