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Predictive models

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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

Posted by 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.
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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.
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  • Impact of Elexacaftor/Tezacaftor/Ivacaftor Therapy on Glucose Metabolism in Youths with Cystic Fibrosis: Insights from Continuous Glucose Monitoring
  • Approach to the Patient: Theranostics as Precision Medicine for Neuroendocrine Tumors
  • Charcot Neuro-Osteoarthropathy in Diabetes: High Risk of Hospitalization, Amputation, and Mortality Revealed by Regional Cohort Study
  • Gestational Diabetes Mellitus: Insights from 25 Years of Research on Early Risk, Prevention, and Long-Term Outcomes
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