Area of research
Family Practice · Public Health, Environmental and Occupational Health
Research interest
Research focused on Documentation and Transparency (behavior), with related work in Pandemic, Curriculum, Medical education. Notable publications include 'Demystifying AI: Current State and Future Role in Medical Education Assessment', 'Comorbidity and clinical factors associated with COVID-19 critical illness and mortality at a large public hospital in New York City in the early phase of the pandemic...', and 'Development of a Clinical Reasoning Documentation Assessment Tool for Resident and Fellow Admission Notes: a Shared Mental Model for Feedback'.
Large Language Model–Based Assessment of Clinical Reasoning Documentation in the Electronic Health Record Across Two Institutions: Development and Validation Study
Artificial intelligence based assessment of clinical reasoning documentation: an observational study of the impact of the clinical learning environment on resident documentation quality
Demystifying AI: Current State and Future Role in Medical Education Assessment
Development and Validation of a Machine Learning Model for Automated Assessment of Resident Clinical Reasoning Documentation
Development of a Clinical Reasoning Documentation Assessment Tool for Resident and Fellow Admission Notes: a Shared Mental Model for Feedback
Comorbidity and clinical factors associated with COVID-19 critical illness and mortality at a large public hospital in New York City in the early phase of the pandemic (March-April 2020)
Collaborating Across Private, Public, Community, and Federal Hospital Systems: Lessons Learned from the Covid-19 Pandemic Response in NYC
Theory-guided teaching: Implementation of a clinical reasoning curriculum in residents