A prolonged EEG (electroencephalogram) is a diagnostic tool used to monitor the electrical activity of a newborn's brain over an extended period. Unlike standard EEGs, which may only last 20 to 30 minutes, a prolonged EEG can last several hours to days, providing more comprehensive data.