Predictive modeling tools use historical and real-time data to forecast future disease outbreaks and trends. These models can simulate various scenarios, helping public health officials prepare for potential health crises. Tools like SEIR (Susceptible-Exposed-Infectious-Recovered) models and agent-based models are instrumental in predicting the spread of infectious diseases. They help in resource allocation, policy-making, and implementing preventive measures.