Background Benign multiple sclerosis (MS), characterised by minimal disability despite long disease duration, remains poorly understood in terms of its determinants and prognostic implications. While ...

Food insecurity was linked to 73% higher odds of current Long COVID and 30% lower odds of recovery among US adults with prior ...

Background: Race is a social construct reflecting broader systemic forces that can affect health, including mental health. We ...

Objectives This study uses nationally representative survey data from the USA to estimate the relationship between a history of heart attack or stroke with the prevalence of mental health symptoms.

Objectives We aimed to understand the factors affecting psychological well-being of patients undergoing haemodialysis (HD). First, we explored how physical symptom severity, emotional distress and ...

Abstract: The logistic regression model is a linear model widely used for two-category classification problems. This report examines the enhancement and improvement methods of logistic regression ...

Department of Mathematics, Statistics and Actuarial Science, Faculty of Health, Natural Resources and Applied Sciences, Namibia University of Science and Technology, Windhoek, Namibia. Food insecurity ...

Abstract: This study presents a comparative analysis of two machine learning models, decision tree and logistic regression, in predicting the outcomes of Dota 2 matches. Through rigorous evaluation ...

This model demonstrates how to use to perform logistic regression with simulated data. It begins by installing, loading the necessary package and setting a seed for reproducibility. The data was ...