In pediatrics, EEGs are primarily used to diagnose seizure disorders, such as epilepsy. They are also helpful in evaluating other neurological conditions, including sleep disorders, ADHD, developmental delays, and behavioral issues. Additionally, EEGs can be essential in assessing brain function in cases of head injury or infections like encephalitis.