Introduction Trauma care in intensive care units (ICUs) demands accurate risk stratification to guide treatment priorities, allocate resources, and inform families. Recent research has turned to nomograms—statistical tools that translate complex models into user-friendly scoring systems—to predict in-hospital mortality for severely injured patients. A study leveraging the expansive MIMIC-IV database demonstrates how readily available clinical…