Although we found that the selected texture features significantly improved our ability to distinguish between mutation carriers and non-carriers when compared with PMD alone, ours was a cross-sectional study evaluating features associated with BRCA1/2 mutation status rather than subsequent risk of developing breast cancer. This evidence concerns the gene BRCA1 and breast cancer.