A single-center study developed and internally validated a 48‑hour post‑liver transplant AKI risk model using five readily available preoperative and intraoperative variables (HE, alcohol cirrhosis, ALBI ≥ −1.78, operation time ≥560 min, and FFP transfusion). The model showed good discrimination (AUC ≈0.76).