In this study we will combine experimental immunotherapy of peptide vaccination with standard therapy of azacitidine for treatment of patients with high-risk myelodysplastic syndrome or acute myeloid leukemia. Our project is expected to expand the knowledge in regard to combination of immunotherapy and conventional treatment and will be essential for further development of this treatment modality.