The child will be born later this summer via a gestational surrogate, meaning the baby will be genetically theirs but carried by another woman.
E! News first reported the news that they are expecting.
Last fall, 37-year-old Giuliana announced she had breast cancer and later underwent a double mastectomy. She did not need chemotherapy.