After the AML cells are collected, you will start receiving your induction and consolidation chemotherapy treatment. This treatment is standard of care and is not directly related to your participation in this study. After your first cycle of consolidation treatment, a bone marrow biopsy will be done to find out if you are in complete remission. To collect a bone marrow biopsy, an area of the hip or chest bone is numbed with anesthetic, and a small amount of bone marrow and bone is withdrawn through a large needle. If you are in complete remission then you will have your normal blood stem cells collected, which will be used to make the vaccine. All of the normal stem cells will be collected with the same apheresis machine used to collect tumor cells. Beginning 5 days before the first collection, you will receive daily injections under the skin of granulocyte colony stimulating factor (G-CSF). These are given to increase the number of normal stem cells available for collection. On Days 5 and 6 of G-CSF treatment, your normal stem cells will be collected. They will be taken to the M. D. Anderson Cell Therapy Laboratory where they will be frozen and stored until it is time to make the vaccine.