Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions

M Bhushan, A Pandit, A Garg - Artificial Intelligence Review, 2023 - Springer
Myocardial infarction, commonly known as heart attack, is one of the most common heart
diseases prevailing in the human world. Heart or cardiac disease is one of the leading …

Enhancing heart disease prediction through ensemble learning techniques with hyperparameter optimization

D Asif, M Bibi, MS Arif, A Mukheimer - Algorithms, 2023 - mdpi.com
Heart disease is a significant global health issue, contributing to high morbidity and mortality
rates. Early and accurate heart disease prediction is crucial for effectively preventing and …

Enhancing prognosis accuracy for ischemic cardiovascular disease using K nearest neighbor algorithm: a robust approach

G Muhammad, S Naveed, L Nadeem… - IEEE …, 2023 - ieeexplore.ieee.org
Ischemic Cardiovascular diseases are one of the deadliest diseases in the world. However,
the mortality rate can be significantly reduced if we can detect the disease precisely and …

Hddss: An enhanced heart disease decision support system using rfe-abgnb algorithm

MD Fathima, SJ Samuel, SP Raja - IJIMAI, 2023 - dialnet.unirioja.es
Heart disease is the leading cause of mortality globally. Heart disease refers to a range of
disorders that affect the heart and blood vessels. The risks of developing heart disease …

Performance Analysis of Machine Learning Algorithms for Early Prognosis of Cardiac Vascular Disease

M Hussain, A Shahzad, F Liaquat, MA Arshed… - Technical …, 2023 - tj.uettaxila.edu.pk
Cardiovascular disease, also known as heart disease, is on the rise. It is imperative to
anticipate possible illnesses in advance, which is a difficult task that demands precision and …

Machine learning for heart disease prediction: Recent trends and major challenges

A Dubey, N Baishwar, H Varshney - AIP Conference Proceedings, 2023 - pubs.aip.org
The world has witnessed an exploding spread of cardiovascular diseases (CVD) and it has
been contemplated as one of the major causes of death. In developing countries also …

Heart disease prediction by using machine learning algorithms

K Sharma, J Jain - Advances in Networks, Intelligence and …, 2023 - taylorfrancis.com
Cardiovascular disorders, which are heart-related ailments, are the most general source of
mortality globally over the previous several decades and are one of the most dangerous …

Heart disease prediction using machine learning

A Gupta, V Misra, K Chauhan… - 2023 5th International …, 2023 - ieeexplore.ieee.org
In old times, we have seen that prediction of heart disease is very complicated and difficult
task. At this, one man or one woman dies every minute due to hear disease. Generation of …

Heart Disease Prediction using Machine Learning

G Singh, N Kumar, P Kumari - 2023 5th International …, 2023 - ieeexplore.ieee.org
Cardiovascular disease, commonly known as cardiovascular disease (CVD), is currently the
most difficult disease to treat in India and elsewhere in the globe. It has long been a primary …

Traditional Machine Learning based on Atmospheric Conditions for Prediction of Dengue Presence

BS Sánchez López, D Candioti Nolberto… - Computación y …, 2023 - scielo.org.mx
The dengue virus has become an increasingly critical problem for humanity due to its
extensive spread. This is transmitted through a vector that sprouts in certain climatic …