Radiology The Diagnostic Radiologist is often referred to as "the eye of medicine" because they help primary care physicians detect and diagnose disease. Radiologists bring special training and expertise to the interpretation of x-ray images. In addition to interpreting x-ray films, Radiologists use a variety of other modalities such as MRI, ultrasound and nuclear medicine. Daniel Courneya, M.D.