Deep Learning for Prediction of Cardiovascular Disease

MH Tito, M Arifuzzaman, A Nasrin… - … for Sustainability and …, 2024 - ieeexplore.ieee.org
This study compares three deep learning algorithms for cardiovascular disease risk
prediction. While RBFN boasts the highest accuracy (84.07%), wekaDeeplearning4j excels …

[PDF][PDF] Deep Learning for Prediction of Cardiovascular

MH Tito, BSM Rahman, S Khan, M Arifuzzaman… - researchgate.net
This study compares three deep learning algorithms for cardiovascular disease risk
prediction. While RBFN boasts the highest accuracy (84.07%), wekaDeeplearning4j excels …

Early Prediction and Diagnosis Cardiovascular Disease Using Deep Learning Models

RY Rani, ML Prasad, IS Reddy… - … in Computer Science …, 2024 - ieeexplore.ieee.org
Cardiovascular disease (CVD) risk assessment and prognosis in otherwise healthy people
is an important part of disease management. Early detection and diagnosis of CVD …

Heart Guardian: A Model for Predicting Cardiovascular Diseases

N Bansal, D Garg - 2023 9th International Conference on …, 2023 - ieeexplore.ieee.org
Heart disease is a major cause of mortality worldwide and timely detection and intervention
being essential to enhancing patient health condition. Recently, deep learning techniques …

Ensemble Deep Learning Models for Accurate Prediction of Cardiovascular Disease Risk: A Comparative Analysis

J Midhun, ASA Raj, M Beereddy… - … Conference on Edge …, 2023 - ieeexplore.ieee.org
A leading cause of death globally is cardiovascular disease (CVD). Early CVD detection is
essential for successful treatment and complication prevention. Convolutional neural …

[HTML][HTML] Advanced Computing for Cardiovascular Disease Prediction

S Gaire, P Belbase, A Kafle, R Bhandari - Open Journal of Statistics, 2024 - scirp.org
Developing a predictive model for detecting cardiovascular diseases (CVDs) is crucial due
to its high global fatality rate. With the advancements in artificial intelligence, the availability …

Cardiovascular Disease Prediction Using Deep Learning

V Khanna - 2024 11th International Conference on Reliability …, 2024 - ieeexplore.ieee.org
Cardiovascular disease (CVD), ahead of all other causes of death worldwide in this era.
There is an immediate need for accurate, reliable, and practically applicable ways of early …

[PDF][PDF] Cardiovascular Disease Prediction combination Using Machine and Deep Learning Model

M Ibrahim, A Begum - researchgate.net
Cardiovascular diseases (CVDs) remain a leading cause of morbidity and mortality globally.
Early and accurate prediction of CVD risk is crucial for preventive interventions and …

Improving Cardiovascular Prediction with Advanced Machine Learning and Deep Learning Approaches

SG Singh, RN Ravikumar, R Bediya… - 2023 IEEE Fifth …, 2023 - ieeexplore.ieee.org
The World Health Organization (WHO) reports that cardiovascular illnesses are the primary
killer worldwide. Estimates for 2019 indicate that cardiovascular disease will be responsible …

MDensNet201-IDRSRNet: Efficient cardiovascular disease prediction system using hybrid deep learning

M Mandava - Biomedical Signal Processing and Control, 2024 - Elsevier
Cardiovascular diseases (CVDs) are common diseases that impact the heart or vascular
system. Since early discovery significantly improves survival chances, precise prediction …