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Predicting Opioid Use Disorder and Overdose Risk in Older Adults: Evaluating Prognostic Models

Posted inInternal Medicine news Public Health

Predicting Opioid Use Disorder and Overdose Risk in Older Adults: Evaluating Prognostic Models

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By MedXY 07/21/2026

This study develops and compares predictive models incorporating claims and patient-reported data to forecast time to first opioid use disorder (OUD) or overdose (OD) among older adults with chronic pain on opioids, identifying key risk factors for early intervention.

Advancing Early Pediatric Sepsis Detection: Machine Learning Models Predicting Onset Within 48 Hours

Posted inAI Critical Care Emergency Medicine Pediatrics Specialties

Advancing Early Pediatric Sepsis Detection: Machine Learning Models Predicting Onset Within 48 Hours

Posted by

By MedXY 10/21/2025

This study developed and validated machine learning models with high accuracy to predict early pediatric sepsis and septic shock within 48 hours using multisite electronic health record data in emergency departments.

Digital Standardized Skin Care Regimen Enhances Outcomes in Patients with Acne-Rosacea Comorbidity: Insights from a Real-World Longitudinal Cohort
What Lies Beneath: Navigating Carotid Artery Depth for Safe Hemostatic Net Use in Facelift Surgery
Clarifying Dorsal Preservation Rhinoplasty: Insights and Classification from Over a Thousand Cases
Mapping 2-Year Psychiatric and Neurologic Risks After Infections Across Body Systems and Age Groups: An Integrative Review
Combining Tissue Hypoperfusion Markers with Vasopressor Dose Enhances Mortality Risk Stratification in Refractory Septic Shock

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