Lupus Science & Medicine

Clinical characteristics and prognostic factors in adult macrophage activation syndrome: an observational study in a Chinese cohort

Objective Macrophage activation syndrome (MAS), a subtype of secondary haemophagocytic lymphohistiocytosis (HLH), is a rare ...
Frontiers

Correlation between systemic inflammatory response index and post-stroke epilepsy based on multiple logistic regression analysis

1 College of Life and Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, China 2 Department of Neurology, Dazhou Central Hospital, Dazhou, China Background: Post-stroke epilepsy ...
BMJ

Association between long-term atherogenic index of plasma and carotid atherosclerosis: a prospective cohort study of a health examination population

Background and aims The atherogenic index of plasma (AIP) has been proposed as a new biomarker for atherosclerosis and cardiovascular diseases. This study aimed to investigate the association between ...
IEEE

Optimizing Logistic Regression Model for Heart Disease Prediction with Machine Learning

Abstract: 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 heart ...
IEEE

Research on the Enhancement and Improvement of Logistic Regression Models

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 ...