Early identification of fatty liver disease is crucial for avoiding progression to more severe medical complications. Generally, assessment involves a mixture of medical examination, routine tests – including liver function panels – and imaging techniques like ultrasound, computed tomography (CT) scans, or magnetic resonance imaging (MRI). A li