Area of research
Artificial Intelligence · Emergency Medicine
Research interest
Research interests include Machine Learning in Healthcare, Emergency and Acute Care Studies, Healthcare cost, quality, practices, and Artificial Intelligence in Healthcare and Education.
A Deep Learning Approach to Quantitative PCR that Learns from Ground Truth
Using Large Language Models to Promote Health Equity
Using Large Language Models to Promote Health Equity
A machine learning model using clinical notes to identify physician fatigue
A machine learning model using clinical notes to identify physician fatigue.
Bedside to Bench - AI and the New Science of Medicine.
Systematic Bias in Clinical Decision Instrument Development: A Quantitative Meta-Analysis
Race adjustments in clinical algorithms can help correct for racial disparities in data quality
Considerations for addressing bias in artificial intelligence for health equity
Mitigating Racial And Ethnic Bias And Advancing Health Equity In Clinical Algorithms: A Scoping Review
The Potential For Bias In Machine Learning And Opportunities For Health Insurers To Address It
Solving medicine’s data bottleneck: Nightingale Open Science
An algorithmic approach to reducing unexplained pain disparities in underserved populations
Variation in common laboratory test results caused by ambient temperature
Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist
The Case for Algorithmic Stewardship for Artificial Intelligence and Machine Learning Technologies
Dissecting racial bias in an algorithm used to manage the health of populations
Dissecting racial bias in an algorithm used to manage the health of populations.
Predictive modeling of U.S. health care spending in late life
Lost in Thought — The Limits of the Human Mind and the Future of Medicine
Predicting the Future — Big Data, Machine Learning, and Clinical Medicine
The Emergency Care of Patients With Cancer: Setting the Research Agenda
Emergency Care Use and the Medicare Hospice Benefit for Individuals with Cancer with a Poor Prognosis
Prediction Policy Problems
Contributions of risk factors and medical care to cardiovascular mortality trends
Frequency of ED revisits and death among older adults after a fall
Cause-Specific Risk of Hospital Admission Related to Extreme Heat in Older Adults
Association Between the Medicare Hospice Benefit and Health Care Utilization and Costs for Patients With Poor-Prognosis Cancer