OBJECTIVES: I. Establish the feasibility of treating patients with persistent or platinum refractory stage III or IV ovarian cancer with sequential high dose chemotherapy followed by peripheral blood stem cell rescue. II. Determine the maximum tolerated dose of thiotepa that can be given in such approach.