Diagnosis of cardiovascular diseases by ensemble optimization deep learning techniques

DO Oyewola, EG Dada, S Misra - International Journal of Healthcare …, 2024 - igi-global.com
Cardiovascular disease (CVD) is a variety of diseases that affect the blood vessels and the
heart. The authors propose a set of deep learning inspired by the approach used in CVD …

Cardiovascular disease detection using ensemble learning

A Alqahtani, S Alsubai, M Sha… - Computational …, 2022 - Wiley Online Library
One of the most challenging tasks for clinicians is detecting symptoms of cardiovascular
disease as earlier as possible. Many individuals worldwide die each year from …

Diagnosis of cardiovascular disease using deep learning technique

S Ahmad, MZ Asghar, FM Alotaibi, YD Alotaibi - Soft Computing, 2023 - Springer
Abstract World Health Organization reports that cardiovascular disease is the major cause of
death. Cardiovascular disease is responsible for around 31% of global deaths, resulting in …

[HTML][HTML] Review on machine learning and deep learning-based heart disease classification and prediction

S Deepika, N Jaisankar - The Open …, 2023 - openbiomedicalengineeringjournal …
Coronary Heart disease is the major factor for people's deaths throughout the world, and it is
necessary to detect and predict the disease in the earlier stages because time plays a vital …

[PDF][PDF] A systematic literature review of deep and machine learning algorithms in cardiovascular diseases diagnosis

ZK Alkayyali, SAB Idris, SS Abu-Naser - Journal of Theoretical and Applied …, 2023 - jatit.org
During the whole cardiac cycle, heart sounds are created, and blood enters the heart
chambers as the cardiac regulators open and close. Blood flow produces aural noises; the …

Building a Novel Ensemble Learning–Based Prediction Framework for Diagnosis of Coronary Heart Disease

A Algahtani, H El-Sayed - International journal of intelligent systems and …, 2022 - par.nsf.gov
The newer technologies such as data mining, machine learning, artificial intelligence and
data analytics have revolutionized medical sector in terms of using the existing big data to …

[PDF][PDF] Analysis on deep learning methods for ECG based cardiovascular disease prediction

S Kusuma, JD Udayan - Scalable Computing: Practice and Experience, 2020 - scpe.org
The cardiovascular related diseases can however be controlled through earlier detection as
well as risk evaluation and prediction. In this paper the application of deep learning methods …

[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 …

[PDF][PDF] Diagnosis of cardiovascular disease using deep learning

VRS Sushma, K Nikhil, KA Reddy… - Int. J. Res. Appl. Sci. Eng …, 2023 - academia.edu
Cardiovascular disease is one of the most horrendous illnesses, particularly the silent heart
attack that strikes a person so abruptly that there is no time for treatment. It's difficult to …

Cardiovascular disease prognosis and analysis using machine learning techniques

A Kapoor, S Kapoor, K Upreti, P Singh… - … and Intelligent Systems, 2022 - Springer
Cardiovascular disease (CVD), includes a number of conditions that affect the heart and, in
recent decades, has been the leading cause of death worldwide. Heart disease is linked to a …