Can a nomogram using age, congestive heart failure history, and SOFA score predict postoperative atrial fibrillation in trauma patients admitted to the ICU?
A newly developed nomogram incorporating age, heart failure history, and SOFA score provides good predictive accuracy (AUC 0.800) for postoperative atrial fibrillation in ICU trauma patients.
POAF incidence was 9.15% and predicted higher mortality in trauma patients. A novel nomogram was developed using age, congestive heart failure history, and SOFA score. The model showed good predictive performance with an AUC of 0.800 upon validation. This tool aids in early risk stratification for POAF to guide clinical management.
Xiong et al. (2026) studied this question.