Event Speaker
Julie Bauml, MD
Adjunct Professor, Vanderbilt University Medical Center
Diagnostic Radiologist, Imagen Technologies
Associate Chief Medical Information Officer, HOPPR
Sessions
You Can’t Handle the Truth! Ground Truth, Labeling, and the Battle of the Benchmarks
Presented by Lindsey Johnstone, MD, MS, Julie Bauml, MD, William Boonn, MD Jun 11, 2026 | 10:00 AM.
Artificial intelligence in radiology depends on the idea of “ground truth,” yet in medical imaging, truth is rarely absolute. Radiology reports, pathology results, patient outcomes, and hybrid approaches each reflect different—and often imperfect—perspectives. Attendees will gain a clearer understanding of why these inconsistencies matter and how unclear or misaligned definitions of truth can undermine the clinical relevance, validation, and…