Radiologist A radiologist is a doctor who has finished medical school and has been specially trained to gather and interpret medical pictures utilizing radioactive materials (nuclear medicine), sound waves (ultrasound), magnets (MRI), or x-rays (radiographs, CT, fluoroscopy). Nearly all doctors perform physical examinations, collect medical histories, diagnose conditions, and prescribe and treat injuries or illnesses….