Juhaina S. Al-Maqbali

Enhancing Delirium Prediction and Prevention in Elderly Patients Through Machine Learning-Based Analysis

Objective: This study aimed to identify predictors of delirium within 24 hours of admission in elderly patients using machine learning (ML) models and evaluate their performance. Methods: This prospective cohort study was conducted among patients aged 65 years and older admitted to the general medical unit of Sultan Qa …

Effect of Magnesium Supplements on Improving Glucose Control, Blood Pressure and Lipid Profile in Patients With Type 2 Diabetes Mellitus: A systematic review and meta-analysis

This study evaluated the effects of magnesium (Mg) supplementation on glycaemic control in type 2 diabetes mellitus through a meta-analysis of 23 randomised controlled trials involving 1,345 participants. Mg supplementation significantly increased serum Mg levels (weighted mean difference [WMD] = 0.69, 95% CI: 0.32 to …

Inappropriate Polypharmacy and the Need for Comprehensive Medication Management Service