Forecasting Coronary Heart Disease Risk With a 2-Step Hybrid Ensemble Learning Method and Forward Feature Selection Algorithm

SC Patra, BU Maheswari, PB Pati - IEEE Access, 2023 - ieeexplore.ieee.org
Detecting cardiovascular irregularities in a timely manner is crucial for preventing any fatal
risks. This research aims to devise an efficient forecasting algorithm for the timely prognosis …

An Improved Cardiovascular Disease Prediction Model Using Ensembling of Diverse Machine Learning Classifiers

C Datta, R Senapati - 2023 OITS International Conference on …, 2023 - ieeexplore.ieee.org
Cardiovascular disease, often treated as a cardiac illness, is a condition that occurs due to a
change in the blood flow among the arteries in the heart. Although advanced techniques …

Enhancing Prediction of Cardiovascular Disease using Bagging Technique

HS Shaik, GV RajyaLakshmi, V Alane… - … on Intelligent Data …, 2023 - ieeexplore.ieee.org
Globally, cardiovascular disease is the major cause of death; According to estimates, it takes
an average of nearly 18 million lives each year according to the surveys. Recent …