Liver hemangiomas are not cancerous. They are benign and do not transform into malignant liver tumors. Unlike liver cancer, hemangiomas do not invade surrounding tissues or metastasize to other parts of the body. Therefore, while they share the same organ of origin, they have fundamentally different characteristics and clinical implications.