Selected Publications

• article

  1. Correction: Real-World Evidence Synthesis of Digital Scribes Using Ambient Listening and Generative Artificial Intelligence for Clinician Documentation Workflows: Rapid Review.  JMIR AI.  2026
  2. Emergency Physicians' Electronic Health Record use and High-Risk Unscheduled Return Visits: A Case-Control Study.  The Journal of Emergency Medicine.  2026
  3. Evaluating the Potential Impact of AI on Urinary Tract Infection Diagnosis in the Emergency Department Across Demographic Groups: Retrospective Cohort Study.  JMIR AI.  2026
  4. Leveraging artificial intelligence to reduce diagnostic errors in emergency medicine: Challenges, opportunities, and future directions.  Academic Emergency Medicine.  2025
  5. Real-World Evidence Synthesis of Digital Scribes Using Ambient Listening and Generative Artificial Intelligence for Clinician Documentation Workflows: Rapid Review.  JMIR AI.  2025
  6. Stranded in the emergency department: an analysis of boarding trends in older adults in the United States.  Health Affairs Scholar.  2025
  7. Identifying signs and symptoms of urinary tract infection from emergency department clinical notes using large language models.  Academic Emergency Medicine.  2024
  8. Cluster Analysis of Primary Care Physician Phenotypes for Electronic Health Record Use: Retrospective Cohort Study.  JMIR Medical Informatics.  2022
  9. Restoring Meaningful Content to the Medical Record: Standardizing Measurement Could Improve EHR Utility While Decreasing Burden.  Mayo Clinic Proceedings.  2022

• document

  1. Increasing Efficiency, Persistent Burden: Longitudinal Analysis of EHR Use and After-Hours Work in Emergency Medicine Residency 2026
  2. Post-ED Trajectory Prediction in Abdominal Pain with a Generative Medical Event Model 2026
  3. Real World Evidence-Synthesis of Digital Scribes using Ambient Listening and Generative Artificial Intelligence for Clinician Documentation Workflows: A Rapid Review (Preprint) 2025
  4. Identifying Signs and Symptoms of Urinary Tract Infection from Emergency Department Clinical Notes Using Large Language Models 2023
  5. Cluster Analysis of Primary Care Physician Phenotypes for Electronic Health Record Use: Retrospective Cohort Study (Preprint) 2021