Predictive models are sophisticated tools that utilize data to forecast the likelihood of various cancer outcomes. These models can predict the risk of developing cancer, the potential for recurrence, and the likely response to treatments. By integrating vast amounts of clinical, genetic, and environmental data, predictive models provide invaluable insights that guide personalized treatment plans and improve patient outcomes.