EEG is the gold standard for diagnosing neonatal seizures. It records the electrical activity of the brain and can help distinguish between seizure activity and other types of abnormal movements. Continuous EEG monitoring is often used in the NICU for high-risk neonates to detect subclinical seizures that may not be apparent through clinical observation alone.