DISEASE CHARACTERISTICS: Histologically confirmed stage III or IV epithelial ovarian cancer that is refractory to platinum therapy or has relapsed within 12 months after platinum therapy Minimal residual disease by laparotomy Must have adequate number of peripheral stem cells collected No intraabdominal, pelvic disease, or other disease greater than 1 cm No brain metastasis