This review aims to provide a comprehensive overview of the health equity issues related to the use of AI applications and identify strategies proposed to address them.
Aug 14, 2023
Carl Berdahl (he/him) is an affiliated adjunct physician policy researcher at the RAND Corporation. Also an emergency physician and health services researcher at Cedars-Sinai Medical Center, his primary research objective is to improve the quality and safety of emergency care by designing better care processes and pathways.
Berdahl has studied imaging utilization patterns in emergency departments in Canada and the United States as well as the accuracy of imaging pathways to diagnose appendicitis. He has also investigated patients' health outcomes after being discharged from the emergency department to inform continuous quality improvement activities. Other research interests include digital health, health equity, informatics, physician documentation, physician payment, and pay-for-performance programs.
Berdahl plans to focus his future research endeavors on optimizing dissemination and implementation in emergency medicine, improving diagnostic accuracy, and measuring the impact of federal health policies on quality and value of care. He is also interested in working with health systems and government stakeholders to identify and address gaps in social needs for vulnerable patients.
After obtaining his B.A. in music performance from UCLA, Berdahl completed medical school at the Yale School of Medicine and then emergency medicine residency at Los Angeles County + USC Medical Center. He then attended fellowship in the inaugural class of UCLA's National Clinician Scholars Program and obtained a Master of Science in Health Policy and Management from UCLA's Fielding School of Health, which included a concentration in Implementation and Improvement Science.
Sean Mann, Carl Berdahl, Lawrence Baker, Federico Girosi, "Artificial intelligence applications used in the clinical response to COVID-19: A scoping review," PLOS Digital Health, 1(10), 2022
Carl Berdahl, Lawrence Baker, Sean Mann, Osonde Osoba, Federico Girosi, "Strategies to Improve the Impact of Artificial Intelligence on Health Equity: Scoping Review," JMIR AI, 2, 2023
Martin, Laurie T., Carl Berdahl, Rachel M. Burns, Emily Hoch, Evan D. Peet, and Peter S. Hussey, Measures and Methodology for International Comparisons of Health Care System Performance: Final Report, RAND Corporation (RR-A171-1), 2021