[HTML][HTML] A hybrid deep neural net learning model for predicting Coronary Heart Disease using Randomized Search Cross-Validation Optimization

N Sharma, L Malviya, A Jadhav, P Lalwani - Decision Analytics Journal, 2023 - Elsevier
Abstract Coronary Heart Disease (CHD) is a life-threatening public health problem. Many
chronic CHDs and health risks can be avoided, reversed, and reduced with proper risk …

Coronary artery heart disease prediction: a comparative study of computational intelligence techniques

SI Ayon, MM Islam, MR Hossain - IETE Journal of Research, 2022 - Taylor & Francis
Diseases is an unusual circumstance that affects single or more parts of a human's body.
Because of lifestyle and patrimonial, different kinds of disease are increasing day by day …

An efficient convolutional neural network for coronary heart disease prediction

A Dutta, T Batabyal, M Basu, ST Acton - Expert Systems with Applications, 2020 - Elsevier
This study proposes an efficient neural network with convolutional layers to classify
significantly class-imbalanced clinical data. The data is curated from the National Health and …

Efficient heart disease prediction using hybrid deep learning classification models

V Baviskar, M Verma, P Chatterjee, G Singal - IRBM, 2023 - Elsevier
INTRODUCTION: Heart disease (HD) has been identified as one of the deadly diseases,
which affects the human beings of all ages worldwide. In such a scenario, Data Mining (DM) …

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 …

Improved heart disease prediction using deep neural network

M Ashraf, MA Rizvi, H Sharma - Asian Journal of Computer Science and …, 2019 - ajcst.co
Heart disease is biggest challenge for medical professionals. Modern life style made it an
epidemic; according to a survey conducted by WHO heart attack is leading cause of death …

Coronary heart disease diagnosis using deep neural networks

KH Miao, JH Miao - international journal of advanced …, 2018 - search.proquest.com
Abstract According to the World Health Organization, cardiovascular disease (CVD) is the
top cause of death worldwide. In 2015, over 30% of global deaths was due to CVD, leading …

Intelligent framework for prediction of heart disease using deep learning

SM Vincent Paul, S Balasubramaniam… - Arabian Journal for …, 2022 - Springer
Heart diseases pose a serious threat. When arteries that supply oxygen and blood to the
heart are completely blocked or narrowed, the cardiac issue happens. The prominent …

Prediction of coronary heart disease using supervised machine learning algorithms

D Krishnani, A Kumari, A Dewangan… - TENCON 2019-2019 …, 2019 - ieeexplore.ieee.org
New technologies like Machine learning and Big data analytics have been proven to provide
promising solutions to biomedical communities, healthcare problems, and patient care. They …

Ensemble learning based on hybrid deep learning model for heart disease early prediction

A Almulihi, H Saleh, AM Hussien, S Mostafa… - Diagnostics, 2022 - mdpi.com
Many epidemics have afflicted humanity throughout history, claiming many lives. It has been
noted in our time that heart disease is one of the deadliest diseases that humanity has …