The rise in the use of computed tomography (CT) scans in U.S. emergency rooms has been a well-documented trend1 in recent years2. At the same time, the diagnosis of life-threatening conditions using these head scans has risen only slightly in emergency rooms. One problem ER doctors face is trying to separate out serious cases of head trauma from less serious injuries.