In this study, we externally and prospectively validated a radiomics method that upon internal, retrospective validation allowed accurate differentiation between lipoma and ALT on routinely acquired MRI (Cohort 1, AUC [95% CI]: 0.83 [0.75, 0.90]). Here, GPT is linked to lipoma.