Author

Anna E. Burns

2 papers indexed here

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Sep 2026

Safety and Adverse Event Profile of Procedural Sedation for Pediatric Burn Wound Care: A Single-Center Retrospective Cohort Study.

Procedural sedation is essential for pediatric burn care, yet standardized, evidence-based regimens are lacking. This study characterizes the safety profile and pharmacological predictors of adverse events (AEs) in intensivist-led pediatric burn sedations. We conducted a retrospective cohort study of 626 procedural sed...

John Tumberger, H. Ganatra, Anna E. Burns et al. · Journal of Burn Care & Resea... · 0 citations

Beyond clinical variables: Machine learning integration of clinical and contextual factors for predicting heart failure readmissions

This study used machine learning to integrate clinical and socioeconomic factors to improve prediction accuracy in heart failure patients and found that on the test set, random forest and XGBoost outperformed logistic regression.

Abdullah al Marrawi, F. Alahdab, Faha Facc et al. · 0 citations