Veterans Medicare Reimbursement Act of 2003 - Amends title XVIII (Medicare) of the Social Security Act (SSA) to require the Secretaries of Health and Human Services (HHS) and of Veterans Affairs (VA) to establish a Medicare subvention project under which the HHS Secretary shall reimburse the VA Secretary for Medicare health care services furnished to Medicare-eligible veterans in VA facilities.