Primary myelofibrosis is a hematologic neoplasm characterized by bone marrow fibrosis and extramedullary hematopoiesis. A similar clinical condition can occur at late stage of myeloproliferative neoplasms such as polycythemia vera and essential thrombocythemia. Although allogeneic hematopoietic stem cell transplantation (HSCT) is currently the only curative strategy for both conditions, massive splenomegaly frequently observed in patients with myelofibrosis is considered to be a risk factor for graft failure or engraftment delay after transplantation. A proportion of patients can benefit from splenectomy before transplantation but such procedures have been associated with substantial surgical morbidity. Here, we report two elderly patients with myelofibrosis who received scheduled splenic irradiation for massive splenomegaly immediately prior to allogeneic HSCT instead of undergoing splenectomy. The first patient was a 60-year-old woman who received peripheral blood stem cell transplantation for post-essential thrombocythemia myelofibrosis from an HLA-identical sibling; the second patient was a 60-year-old man who received unrelated bone marrow transplantation for primary myelofibrosis. After receiving fractionated splenic irradiation and fludarabine-based reduced-intensity conditioning regimens, these patients showed remarkable reduction of their splenomegaly at the time of transplantation. They attained successful donor cell engraftment without severe complications related to splenic irradiation, while improvement in splenomegaly was durable. Our experience suggests that splenic irradiation before allogeneic HSCT might be a safe and effective alternative to splenectomy for myelofibrosis patients with massive splenomegaly in terms of reducing the risk of surgical morbidity.