An EEG is a non-invasive procedure that records electrical patterns in the brain. These patterns are essential for diagnosing conditions like epilepsy, sleep disorders, encephalopathies, and brain death. EEGs can also assist in understanding brain function in conditions like coma or during surgical procedures.