Medical radiation expert witnesses analyze the use of diagnostic and therapeutic radiation in clinical settings, drawing on backgrounds in radiology, radiation oncology, and medical physics. They assess imaging protocols, dose calculations, equipment performance, shielding, and compliance with radiation safety standards, as well as staff training and quality assurance practices.