Hepatoblastoma is a very rare liver cancer (malignant tumor) that affects babies and toddlers ages 1 to 3. It’s treated with surgery. Rarely, hepatoblastoma may spread outside children’s livers. Hepatoblastoma may be “cured” with chemotherapy to shrink cancerous tumors and surgery to remove sections of the liver affected by cancer.