Selected Publications

• Evaluating and addressing demographic disparities in medical large language models: a systematic review. Mahmud Omar, Vera Sorin, Reem Agbareia, Donald U. Apakama, Ali Soroush, Ankit Sakhuja, Robert Freeman, Carol R. Horowitz, Lynne D. Richardson, Girish N. Nadkarni, Eyal Klang. International Journal for Equity in Health
• Identifying Bias at Scale in Clinical Notes Using Large Language Models. Donald U. Apakama, Kim Anh Nhi Nguyen, Daphnee Hyppolite, Shelly Soffer, Aya Mudrik, Emilia Ling, Akini Moses, Ivanka Temnycky, Allison Glasser, Rebecca Anderson, Prathamesh Parchure, Evajoyce Woullard, Masoud Edalati, Lili Chan, Clair Kronk, Robert Freeman, Arash Kia, Prem Timsina, Matthew A. Levin, Rohan Khera, Patricia Kovatch, Alexander W. Charney, Brendan G. Carr, Lynne D. Richardson, Carol R. Horowitz, Eyal Klang, Girish N. Nadkarni. Mayo Clinic Proceedings: Digital Health
• Advancing the science of genomic learning healthcare systems. Teri A. Manolio, Renee Rider, Carol J. Bult, Rex L. Chisholm, Patricia A. Deverka, Geoffrey S. Ginsburg, Eric D. Green, Gail P. Jarvik, George A. Mensah, Jahnavi Narula, Erin M. Ramos, Mary V. Relling, Dan M. Roden, Robb Rowley, Noura S. Abul-Husn, Adam H. Buchanan, Christopher G. Chute, Guilherme Del Fiol, Gai Elhanan, Susanne B. Haga, Rizwan Hamid, Carol R. Horowitz, Peter J. Hulick, Cynthia A. James, Janina M. Jeff, Bruce Korf, Latrice Landry, Deven McGraw, Howard L. McLeod, Nancy J. Mendelsohn, Travis Osterman, Casey Overby Taylor, Daryl Pritchard, Heidi L. Rehm, Krystal S. Tsosie, Jason L. Vassy, Karriem Watson, Ken Wiley, Marc S. Williams. Learning Health Systems