I am a faculty member in the Division of Critical Care Medicine and an affiliated faculty member of the Computational Health Informatics Program, both at Boston Children's Hospital. My reasearch interests are at the intersection of informatics, health services research, and quality improvement. I am interested in using natural language processing, statistical learning, and predictive analytics to augment clinical decision support and translate basic science into actionable improvements in bedside care and clinical research.
Recent and active projects include:
- Efficacy and utility of large language models using critical care attending notes
- Trajectory-based modeling for critically ill children
- Validation of PICU risk scores using EHR data
- Detection of medication-related adverse events using natural language processing