Heart Diseases have the highest mortality worldwide, necessitating precise predictive
models for early risk assessment. Much existing research has focused on improving model …

In Indonesia, one of the main causes of death for both young and elderly people is heart
attacks, and the main cause of heart attacks is non-communicable diseases such as …

Linear data is a collection of data that is linearly separated by a straight line and nonlinear
data is a collection of data that is not separated by a line. Usually, non-linear data is …

Nowadays, heart disease is a serious medical issue, and diagnosis is crucial to providing
the proper treatment to the patient. Hence, machine learning (ML)-based early diagnosis of …

Object: Increased survival rates in heart attacks (HAs) depend on early intervention and
treatment. In this study, it is aimed to predict the factors that may be associated with HA and …

Diabetes is a condition blood sugar concentrations are high and there is something wrong
with insulin inside the body. A hormone called insulin controls the equilibrium of blood sugar …

This study investigates the predictive factors for heart disease utilizing logistic regression
analysis on a dataset contains various health indicators. By using a backward elimination …

Disease prediction is an important aspect of modern medicine, which aims to diagnose
disease early and provide appropriate treatment to patients. This research uses a hybrid …