Extracting Social Determinants of Health From Electronic Health Records: Development and Comparison of Rule-Based and Large Language Model Methods
JMIR Medical Informatics
I am a researcher in machine learning for health and an Instructor at Massachusetts General Hospital and Harvard Medical School. My work sits at the intersection of clinical risk prediction, clinical natural language processing, EHR-based phenotyping, and longitudinal modeling.
Clinical NLP·Longitudinal Modeling·Electronic Health Records·Language and Speech·Social Media and Mental Health·Precision Psychiatry
JMIR Medical Informatics
Journal of Child Psychology and Psychiatry
* Equal contribution
npj Digital Medicine