Building Trust in AI: Developing an Accuracy Review Program for AI-Generated Medical Documentation
- Education:
- All Education | Live Webinar
- CEC Category:
- Technology & Tools
- Duration:
- 1 Hour
Description
Title: Building Trust in AI: Developing an Accuracy Review Program for AI-Generated Medical Documentation
Presenter: Jennifer Sakellariou, M.Ed.; Shelly Gorder, RHIT; Becky Stahr, CHDS
Date: October 13, 2025
Time: 9 a.m. Pacific/10 a.m. Mountain/11 a.m. Central/12 p.m. Eastern
Credit: 1 Technology & Tools (TT)
Description: This session is designed for health information management professionals, clinical documentation specialists, and quality assurance leaders navigating the integration of AI-generated text into medical documentation workflows. Attendees will gain a behind-the-scenes look at the development of an accuracy review program—starting from its inception before any exposure to AI-generated content, through its real-world implementation, and the iterative improvements made over time. The presentation will highlight practical strategies for evaluating AI output, ensuring documentation integrity, and adapting review processes as technology and organizational needs evolve. Lessons learned, current outcomes, and future directions will be shared to help attendees anticipate challenges, apply best practices, and develop similar programs in their own organizations.
Speaker
Jennifer Sakellariou, M.Ed. Related Seminars and Products
Health Information Management Supervisor
Mayo Clinic
Jennifer Sakellariou is a Health Information Management Supervisor at Mayo Clinic with 20 years of experience. She holds a master’s degree in Human Resource Development and has participated in the creation, implementation, and refinement of quality and accuracy programs across various documentation methods—including traditional transcription, provider-entered notes using voice recognition and Epic SmartTools, and most recently, AI-generated documentation.
Shelly Gorder, RHIT Related Seminars and Products
Supervisor
Mayo Clinic
Shelly Gorder is a Supervisor within Health Information Management Services (HIMS) at Mayo Clinic. With over 31 years of experience in the health information field, Shelly began her career as a medical transcriptionist and has advanced through a variety of quality and management roles. She holds an Associate’s degree from Rochester Community and Technical College and is a credentialed Registered Health Information Technician (RHIT). Shelly has contributed to numerous initiatives, including implementation of dictation, transcription, and speech recognition programs, as well as the configuration of two different EHR systems. In her current role, she oversees provider documentation operations, ensuring accuracy and efficiency in documentation.
Rebecca Stahr, CHDS, Director Related Seminars and Products
Provider Documentation Specialist
Mayo Clinic
Becky Stahr, CHDS, is a Provider Documentation Specialist at Mayo Clinic with over 22 years of experience in various aspects of healthcare documentation, most recently AI-generated documentation. Becky has a Bachelor of Business Administration degree from Iowa State University and a Medical Transcription Certificate from Rochester Community and Technical College. Becky is currently serving her third year as Director and Treasurer of the AHDI Board and serves on the Executive Committee and as Board Liaison for the Webinar Task Force.