Patients with stable or responding disease receive gemcitabine IV over 30 minutes once weekly during weeks 1-3 and trastuzumab IV over 30 minutes once weekly during weeks 1-4. Courses repeat every 4 weeks in the absence of disease progression or unacceptable toxicity.