1) Interval cancers occur between mammography screenings and can be missed due to limitations in mammography detection or characterization. The rate of missed interval cancers is reported between 7.5 to 22 per 10,000 mammograms. 2) Factors that can contribute to missed cancers include breast density, small lesion size, subtle appearance, and improper characterization. Retrospective reviews often find lesions that were visible but not properly characterized on prior mammograms. 3) Newer digital mammography techniques like digital breast tomosynthesis have been shown to improve detection and characterization compared to full field digital mammography alone, especially for women under 50 and those with dense breasts. Larger studies are still needed to fully evaluate performance.