The American Cancer Society has recommended that all women over the age of 40 have an annual mammogram for many years. This recommendation has been associated with a substantial decrease in breast cancer deaths. When something suspicious is seen in one of these mammograms, the woman is called back to the clinic for more imaging tests to better determine if that suspicious feature might be breast cancer. These additional imaging tests include repeated mammograms, magnification mammograms and/or ultrasound. Depending on what is seen in these images, the radiologist will provide a diagnosis that the suspicion is probably cancer, probably benign, or that the suspicion is a "false alarm." If it is a false alarm, then the woman is sent home and she should come back after a year for another standard annual mammogram. If the diagnosis is that it is probably benign, then the woman should come back after 6 months so that the suspicion can be tested again. If the diagnosis is that it is probably cancer, the woman is recommended to have a biopsy so that the cancer can be confirmed. Both fortunately and unfortunately, 80% of the biopsies turn out to be "false alarms." Although confirming that a woman does not have cancer is always a very good thing, having put her through the anxiety, expense, and risk of a biopsy for what turned out to be nothing should be avoided. Therefore, it would be desirable to reduce the number of unnecessary biopsies that are performed.