The study population is babies born in the Rotunda hospital since 2005, when digital archiving of cardiotocographs began. The Rotunda Hospital is a level 3 maternity hospital located in Ireland with approximately 9,000 deliveries per year. The incidence of moderate or severe neonatal encephalopathy in the population is approximately one per 1000 births.