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 ...
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 ...
IEEE

Sparse Logistic Regression-Based One-Bit SAR Imaging

Abstract: One-bit synthetic aperture radar (SAR) imaging has garnered significant interest due to its ability to lower the cost of storing enormous amounts of data during sampling and transmission, as ...
Frontiers

Public awareness and perception of robotic-assisted surgery: a cross-sectional analysis of sociodemographic influences

Background: Robotic-assisted surgery (RAS) is increasingly prevalent in Saudi Arabia, yet public awareness and acceptance remain inconsistent. This study aimed to evaluate sociodemographic factors ...
marktechpost

A Coding Implementation to Build a Transformer-Based Regression Language Model to Predict Continuous Values from Text

We will build a Regression Language Model (RLM), a model that predicts continuous numerical values directly from text sequences in this coding implementation. Instead of classifying or generating text ...
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 ...