Legal Immigrant Children's Health Improvement Act of 2007 - Amends titles XIX (Medicaid) and XXI (Children's Health Insurance) (SCHIP) of the Social Security Act to grant states the option of covering certain categories of eligible pregnant women and child resident aliens, including targeted low-income children, under the Medicaid and SCHIP programs.