The use of anti-CD20 antibodies as in vivo purging agents for patients receiving bone marrow or peripheral blood stem cell transplant during treatment of B-cell-related diseases, e.g., B-cell lymphomas or leukemias, is disclosed. Such purging may enhance engraftment and/or prevent disease relapse in such patients.