This study observed the differences in breast morphology and other features resulting from microstructural changes in PIK3CA mutant of breast cancers, investigated whether the differences could be captured and interpreted by US images, and identified them using an improved residual network (ImResNet). This evidence concerns the gene PIK3CA and breast carcinoma.