Furthermore, this study not only validates the predictivepower of the BUN/albumin ratio (BAR) but also demonstrates the superiorperformance of a nomogram model that integrates BAR with other prognostic factorsin predicting ICU mortality among patients with atrial fibrillation. Here, ALB is linked to atrial fibrillation.