Fatty liver disease (FLD) is composed of a wide spectrum including metabolic associated fatty liver disease (MAFLD). Cardiovascular disease (CVD) is the leading cause of mortality in this populational group. Many risk estimation systems are in existence for improving the management of population groups, but currently, none of the available risk prediction models are authenticated in patients with hepatic steatosis.