[HTML][HTML] A heart disease prediction model based on feature optimization and smote-Xgboost algorithm

J Yang, J Guan - Information, 2022 - mdpi.com
In today's world, heart disease is the leading cause of death globally. Researchers have
proposed various methods aimed at improving the accuracy and efficiency of the clinical …

Fake news detection using machine learning

V Gupta, RS Mathur, T Bansal… - … Conference on Machine …, 2022 - ieeexplore.ieee.org
With the advent of the World Wide Web and the swift advocacy of online platforms paved the
way for news propagation that has never been seen in the past. With the present situation of …

An Efficient Computational Risk Prediction Model of Heart Diseases Based on Dual-Stage Stacked Machine Learning Approaches

S Mondal, R Maity, Y Omo, S Ghosh, A Nag - IEEE Access, 2024 - ieeexplore.ieee.org
Cardiovascular diseases (CVDs) continue to be a prominent cause of global mortality,
necessitating the development of effective risk prediction models to combat the rise in heart …

Prediction of Heart Disease using Machine Learning

S Mishra, NK Tiwari, K Kumari… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Globally, the leading causes of death are cardiovascular diseases (CVD). Although
clinicians have begun to pay more attention to one of the CVD indications, heart failure …

E-DigitTool: A New-Fangled Framework for Disease Prediction and Diagnosis in Remote Healthcare Applications

R Lakshmi Priya, V Kumaraswamy, NKB Sunil… - Iranian Journal of …, 2024 - Springer
The seamless communication between people and objects made possible by the Internet of
Things (IoT) greatly improves our quality of life. It is especially important in the remote …

[PDF][PDF] A Heart Disease Prediction Model Based on Feature Optimization and Smote-Xgboost Algorithm. Information 2022, 13, 475

J Yang, J Guan - 2022 - pdfs.semanticscholar.org
In today's world, heart disease is the leading cause of death globally. Researchers have
proposed various methods aimed at improving the accuracy and efficiency of the clinical …

A Study of Machine Learning Algorithms for Predicting Heart Disease

D Mondal, R Saini - 2023 2nd International Conference for …, 2023 - ieeexplore.ieee.org
Machine learning is used in several sectors throughout the world. The medical field is not an
exception. Heart issues, locomotor abnormalities, and other disorders may be identified with …

AI Models for Early Detection and Mortality Prediction in Cardiovascular Diseases

MA Sufian - Authorea Preprints, 2023 - advance.sagepub.com
Cardiovascular diseases (CVDs) remain a sig-nificant global health challenge, emphasizing
the critical need for accurate predictive models to address early detec-tion and intervention …

[PDF][PDF] UTILIZING PRINCIPAL COMPONENT ANALYSIS AND FEATURE SELECTION TO IMPROVE HEART DISEASE PREDICTION SYSTEM

AFH Alharan, LM Saferali, SK Abbas, SJ Mosa - iotpe.com
One of the main causes of death known around the world is heart disease. Many systems
and biomedical devices in hospitals contain vast amounts of clinical data. In order to …

Dimension Reduction using Auto-encoder and Prediction by SoftMax for Heart Disease

NZ Sarika, KG Revathi, H Roopa, KG Rao… - …, 2022 - search.proquest.com
Heart-related disorders, often known as cardiovascular diseases (CVD), have been
responsible for a large percentage of deaths worldwide in recent decades, and have …