Infection prediction models are computational tools designed to estimate the likelihood of a patient developing an infection. These models can incorporate various data points, including patient demographics, medical history, laboratory results, and environmental factors. By analyzing these variables, the models can provide healthcare professionals with a risk assessment, allowing for early interventions and improved patient outcomes.