Fatty liver has various imaging patterns that can mimic other conditions, but careful assessment of features such as fat content, location, morphology, enhancement and mass effect can distinguish fatty liver from other lesions. The most common pattern is diffuse homogeneous fat deposition, but other patterns include focal deposits, diffuse with focal sparing, and perivascular or subcapsular deposits. Chemical shift MRI is the most reliable method to assess fat content when findings are equivocal. Recognizing fatty liver patterns can avoid unnecessary procedures by differentiating it from neoplasms, inflammation or vascular abnormalities.