Optimizing Coronary Artery Disease Diagnosis: A Heuristic Approach using Robust Data Preprocessing and Automated Hyperparameter Tuning of eXtreme Gradient …
JJ Gabriel, LJ Anbarasi - IEEE Access, 2023 - ieeexplore.ieee.org
Coronary Artery Disease (CAD) is an increasingly prevalent disorder that significantly affects
both longevity and quality of life, particularly among people aged 30 to 60. Lifestyle …
both longevity and quality of life, particularly among people aged 30 to 60. Lifestyle …
Coronary artery disease diagnosis using feature selection based hybrid extreme learning machine
Coronary artery disease (CAD) is the most common cardiovascular disease (CVD) that
cause millions of deaths worldwide due to heart failure, heart attack, and angina. The …
cause millions of deaths worldwide due to heart failure, heart attack, and angina. The …
Efficient Diagnosis of Coronary Artery Disease: A Hybrid Convolutional-XGBoost Approach
AP Mishra, S Panigrahi - … on Ambient Intelligence in Health Care …, 2023 - ieeexplore.ieee.org
Cardio Vascular Diseases (CVDs) are the prime reason of death globally. Particularly, the
cases of coronary artery disease (CAD) have been rising in the post Covid era, especially …
cases of coronary artery disease (CAD) have been rising in the post Covid era, especially …
Using Machine Learning Models for The Prediction of Coronary Arteries Disease
M Bilal, N Aslam, A Naeem, MK Abid - VFAST Transactions on Software …, 2023 - vfast.org
Globally, the leading cause of mortality among both men and women is coronary heart
disease. This disease is widely recognized as the primary killer worldwide, and its early …
disease. This disease is widely recognized as the primary killer worldwide, and its early …
Efficient prediction of coronary artery disease using machine learning algorithms with feature selection techniques
In recent years, there has been a notable surge in the prevalence of cardiovascular
diseases (CVD), presenting a significant global public health challenge and a leading cause …
diseases (CVD), presenting a significant global public health challenge and a leading cause …
C-CADZ: computational intelligence system for coronary artery disease detection using Z-Alizadeh Sani dataset
Coronary artery disease (CAD) is one of the most lethal diseases which is major cause of
deaths around the globe. CAD is among such diseases with mortality rate approximately 7 …
deaths around the globe. CAD is among such diseases with mortality rate approximately 7 …
Comprehensive analysis of supervised algorithms for coronary artery heart disease detection
The mortality rate of cardiovascular disease is increasing at an alarming rate and affects
more than 31% of the world's population. The increment in obesity, strain, high blood …
more than 31% of the world's population. The increment in obesity, strain, high blood …
Ensemble of heterogeneous classifiers for diagnosis and prediction of coronary artery disease with reduced feature subset
D Velusamy, K Ramasamy - Computer methods and programs in …, 2021 - Elsevier
Abstract Background and Objective: Coronary artery disease (CAD) is considered one of the
most prominent health issues causing high mortality in the world population. Hence, earlier …
most prominent health issues causing high mortality in the world population. Hence, earlier …
An Effective Heart Disease Prediction Method using Extreme Gradient Boosting Algorithm Compared with Convolutional Neural Networks
C Anitha, S Rajkumar… - 2023 9th International …, 2023 - ieeexplore.ieee.org
Heart disease is one of the most serious and common problems to human beings around
the face;% to 90% of people are affected by heart problems in which, and Several methods …
the face;% to 90% of people are affected by heart problems in which, and Several methods …
Enhanced extremely boosted neural network (EXBNet) for effective Heart Disease Prediction
BL SM, JC Kavitha - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
Cardiovascular disease is considered to be one of the major causes of deaths around the
world. Hence, a reliable, accurate, and efficient approach is needed to diagnose such …
world. Hence, a reliable, accurate, and efficient approach is needed to diagnose such …