1) The document compares the predictability of the Marshall and Rotterdam grading systems for determining mortality after traumatic brain injury based on CT scans. 2) It finds that both systems have good accuracy in predicting early mortality, with the Marshall system having an AUC of 0.707 and the Rotterdam system having an AUC of 0.681. 3) While previous studies have reported the superiority of the Rotterdam system, this study found that both systems perform similarly in predicting mortality.