OBJECTIVES: I. Investigate the curative potential of high-dose cyclophosphamide, etoposide, and carboplatin followed by autologous stem cell rescue in women with breast cancer considered incurable by conventional therapy. II. Observe the overall response rate, survival rate, and toxicity associated with this regimen.