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Department of Pediatrics / Critical Care Division / Current Research / Investigators' Research Interests

Investigators' Research Interests

Adam Dziorny

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  • Predictive modeling to characterize and risk stratify critically ill children as well as identify opportunities to improve care quality while reducing overuse
  • Data-driven improvements and human-centered design of useful and usable clinical decision support
  • Identifying and describing trainee clinical experiences using informatics tools
  • Establishing and expanding the research informatics infrastructure within our digital ecosystem

Jill Cholette

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  • Clinical observational and interventional trials aimed at blood transfusion (RBC and platelets) optimization: conservation and modification in critically ill children

Jake Deines

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  • Optimization of Neurocritical care and TBI management including targeted temperature management and development of pediatric TBI shivering protocol

Susan Martin

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  • Examination of fluid overload and impact on morbidity and mortality
  • Collaborations to improve delivery of continuous renal replacement
  • Utilization of urinary biomarkers in prediction/prevention/management of acute kidney injury

Michele Smith

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  • Optimization of the management of acute asthma related respiratory failure to effectively deliver therapies and provide ventilatory support
  • Optimization of chronic and acute lung disease with invasive and noninvasive mechanical ventilation

Garrett Coles

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  • Optimization of pediatric ECMO: timely deployment, blood product administration (transfusion thresholds and routes of administration), care team education, and family centered communication

Heather Reyes

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  • Machine learning and data science for ICU alarm management
  • Digital health solutions in academic medicine
  • Interdisciplinary digital health innovation education