If someone has neurological problems after recovering from COVID, will it show up on a brain scan? Dr. Elkind: Magnetic resonance imaging, or MRI, is very sensitive, but it doesn’t show us everything. When we image COVID patients to look at their brain and try to find injuries, we might not see signs of damage.