Christoph Wald, MD, vice chair of the American College of Radiology Board of Chancellors, explains the partnerships with academic institutions to create the Health AI Challenge will help provide a better understanding of how foundational AI models work.

Christoph Wald, MD, vice chair of the ACR Board of Chancellors, explains how the new Assess-AI National Radiology Data Registry is designed to help monitor accuracy and other metrics for radiology artificial intelligence.

Dana Smetherman, MD, CEO of the American College of Radiology, explains resources available through its Data Science Institute to evaluate and validate the quality of imaging algorithms.

Elizabeth Ann Ignacio, MD, FSIR, FACR, chair of SIR Small and Rural Practices Committee, and an ACR board member, outlines ways to make these positions outside of major cities more attractive.

Dana Smetherman, MD, MBA, outlines a possible remedy for the growing number of these roadblocks in the specialty.