evidence: Breast cancer testing and prevention [...] A mammogram is an X-ray picture of the breast that can find cancers, even when they are too small for you or your doctor to feel or see. [...] Mammograms are not perfect tests. Some cancers may also develop in the time between tests. It’s important to talk to your doctor or nurse practitioner about the benefits and limitations of testing for breast cancer.