Having a bone marrow transplant or stem cell transplant means doctors can give you a higher dose of chemotherapy. The aim of high-dose chemo is to create the best possible chance of killing off cancer cells in your body. Giving you stem cells or bone marrow via a transplant afterwards means your body can start creating healthy blood cells again after the chemo.