The diagnosis of lipodystrophy typically involves a thorough clinical examination and patient history. Imaging studies, such as MRI or CT scans, may be used to assess fat distribution. Biochemical tests can help identify metabolic abnormalities. In cases where drug-induced lipodystrophy is suspected, a detailed medication history is crucial to identify potential causative agents.