Metaheuristic methods for efficiently predicting and classifying real life heart disease data using machine learning

E Ramirez-Asis, M Guzman-Avalos… - Mathematical …, 2022 - Wiley Online Library
The heart attack happens if the flow of blood leads to blocks in any of the blood veins and
vessels liable for delivering blood into internal parts of the heart. In the modern life activities …

Enhancing heart attack prediction with machine learning: A study at jordan university hospital

M Alshraideh, N Alshraideh… - … Intelligence and Soft …, 2024 - Wiley Online Library
Efforts have been made to address the adverse impact of heart disease on society by
improving its treatment and diagnosis. This study uses the Jordan University Hospital (JUH) …

Learning-based techniques for heart disease prediction: a survey of models and performance metrics

PC Bizimana, Z Zhang, M Asim, AAA El-Latif… - Multimedia Tools and …, 2024 - Springer
Heart disease (HD) is a major threat to human health, and the medical field generates vast
amounts of data that doctors struggle to effectively interpret and use. Early prediction and …

[PDF][PDF] Heart Disease Classification–Based on the Best Machine Learning Model

MM Rahma, AD Salman - Iraqi Journal of Science, 2022 - iasj.net
In recent years, predicting heart disease has become one of the most demanding tasks in
medicine. In modern times, one person dies from heart disease every minute. Within the field …

Mobile application development for disease diagnosis based on symptoms using machine learning techniques

A Sridhar, A Mawia, AL Amutha - Procedia Computer Science, 2023 - Elsevier
In recent times most of the people die due to unavailability of proper diagnosis and medical
services. In such cases the patient doesn't have quick access to medical services or face …

[PDF][PDF] Machine learning: assisted cardiovascular diseases diagnosis

A Alfaidi, R Aljuhani, B Alshehri… - International …, 2022 - pdfs.semanticscholar.org
Detecting cardiovascular problems during their early stages is one of the great difficulties
facing physicians. Cardiovascular diseases contribute to the deaths of around 18 million …

Heart disease prediction using machine learning techniques

P Singh, IS Virk - 2023 International Conference on Artificial …, 2023 - ieeexplore.ieee.org
Cardiovascular diseases (CVDs), heart disease, acknowledged as the most common cause
of death during the preceding several decades, is now recognized as the most lethal …

Multiclass Classification in Machine Learning Algorithms for Disease Prediction

P Tiwari, D Upadhyay, B Pant, N Mohd - International Conference on …, 2021 - Springer
This paper proposes multiclass classification using different symptoms of patients into 40
different classes. This paper also represents the comparative study of the performance of …

Heart Disease Prediction under Machine Learning and Association Rules under Neutrosophic Environment

AA El-Douh, SF Lu, A Abdelhafeez… - Neutrosophic …, 2023 - sciencesforce.com
Early identification and precise prediction of heart disease have important implications for
preventative measures and better patient outcomes since cardiovascular disease is a …

Machine Learning and Deep Neural Network Techniques for Heart Disease Prediction

S Rahman, MM Hasan… - 2022 25th International …, 2022 - ieeexplore.ieee.org
Heart plays a crucial role in all forms of life. Heart-related disorders demand higher
precision, consistency, and accuracy in diagnosis and prognosis because even a small …