The Need to Prioritize Model-Updating Processes in Clinical Artificial Intelligence (AI) Models: Protocol for a Scoping Review

Ahmed Umar Otokiti   ^{1 *} , MBA, MPH, MD ;   Makuochukwu Maryann Ozoude   ² ;   Karmen S Williams   ^{3 *} , MSc, PhD ;   Rasheedat A Sadiq-onilenla   ⁴ , MBA, MPH, MD ;   Soji Akin Ojo   ^{5 *} , MD ;   Leyla B Wasarme   ^{6 *} , MD ;   Samantha Walsh   ^{7 *} , MSc ;   Maxwell Edomwande   ^{8 *} , MBA, MD

¹ Digital Health Solutions, LLC, White Plains, NY, United States

² Zaporozhye State Medical University, Zaporizhzhia, Ukraine

³ City University of New York, New York, NY, United States

⁴ Department of Quality Management, Elevance Health (Amerigroup Solutions), Iselin, NJ, United States

⁵ Pharmaceutical Product Development (PPD), Thermo Fisher Scientific, Wilmington, NC, United States

⁶ Geisinger Health Systems, Danville, PA, United States

⁷ Levy Library, Icahn School of Medicine at Mount Sinai, New York, NY, United States

⁸ Nuance Communications Inc, Burlington, MA, United States

*these authors contributed equally