Predictive analytics tools are advanced software and algorithms that utilize historical data, statistical techniques, and machine learning to predict future outcomes. In the context of neonatal disorders, these tools help in identifying infants at risk of developing certain conditions, enabling early intervention and improving overall outcomes.