IEEE

A Comparative Analysis of Logistic Regression and Decision Trees for Mortality Risk Prediction using Laboratory Data

Abstract: Predicting clinical outcomes, particularly mortality risk, is a crucial aspect of patient care and management in the medical field. Numerous studies have employed various methods to improve ...
IEEE

Predicting Medical Claim Denial Using Logistic Regression and Decision Tree Algorithm

Abstract: This study utilizes decision tree and logistic regression models to explore the factors contributing to medical claim denials and identify areas for improvement. We adapt undersampling ...
Medical Xpress

Residential sulfur dioxide exposure linked to higher odds of amyotrophic lateral sclerosis onset

Université de Sherbrooke and Canadian collaborators report an association between long-term residential sulfur dioxide exposure and higher odds of amyotrophic lateral sclerosis (ALS) onset. In the ...
Frontiers

Association between ambient air pollution and outpatient visits for primary acquired lacrimal duct obstruction in Hangzhou, China

1 Eye Center, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China 2 Department of Toxicology of School of Public Health and Department of ...