In May 2015, the IOM convened a workshop to address this issue. The participants discussed challenges in the delivery of high-quality mammography, the impact of training and experience on interpretive performance, how best to measure interpretive performance, and the potential impact of new technologies and supplemental imaging on interpretation of breast screening and diagnostic images. Assessing and Improving the Interpretation of Breast Images summarizes the presentations and discussions from this workshop.