Heart disease prediction using machine learning techniques

V Sharma, S Yadav, M Gupta - 2020 2nd international …, 2020 - ieeexplore.ieee.org
As per the recent study by WHO, heart related diseases are increasing. 17.9 million people
die every-year due to this. With growing population, it gets further difficult to diagnose and …

Tree-based classifier ensembles for early detection method of diabetes: an exploratory study

BA Tama, KH Rhee - Artificial Intelligence Review, 2019 - Springer
Diabetes is a lifestyle-driven disease which has become a critical health issue worldwide. In
this paper, we conduct an exploratory study about early detection method of diabetes …

In-depth analysis of neural network ensembles for early detection method of diabetes disease

BA Tama, KH Rhee - International Journal of Medical …, 2018 - inderscienceonline.com
Lifestyle-driven disease such as diabetes mellitus has become a serious health problem
worldwide. We propose the fusion of neural network-based classifiers, ie, neural network …

A method for classification using data mining technique for diabetes: a study of health care information system

A Al-Khasawneh - Psychology and Mental Health: Concepts …, 2016 - igi-global.com
Many researchers in the health information system field have been attracted to develop
computer applications that help in the diagnosis process. Imperatively, data mining …

Heart Problem Prediction Using Machine Learning Technique

R Jeet, SK Dubey, A Islam - … Conference on Energy Systems, Drives and …, 2022 - Springer
In our daily life, we can see the cases of heart problems increasing day by day. It is very
important to predict serious diseases in early stages, as early as possible, so that we can …

Health care predictive analytics using artificial intelligence techniques

G Wang - 2018 - theses.lib.polyu.edu.hk
In recent years, advances in Artifcial Intelligence (AI) are opening the door for intelligent
health care data prediction and decision making. Machine learning, as an increasingly …

Decision Support System for Diabetes Classification Using Data Mining Techniques: Classification Using Data Mining Techniques

AM Al-Khasawneh - … Anthology on Decision Support Systems and …, 2021 - igi-global.com
The use of data mining algorithms in health information systems has played a significant role
in developing applications that help to diagnose different diseases. The type of the disease …