Breast imaging software developer Volpara Solutions said that a paper being presented at this week's American Association of Physicists in Medicine (AAPM) annual meeting in Austin, TX, shows that radiation dose from breast tomosynthesis varies based on breast density.
In the study, researchers evaluated volumetric breast density and the mean glandular dose from mammography and tomosynthesis on a patient-specific basis. For dense breasts -- those with a Volpara density grade (analogous to BI-RADS) of 3 and 4 -- the patient-specific dose was the same or even lower for tomosynthesis compared to mammography, according to Volpara.
For low-density breasts, however, the dose was significantly greater for tomosynthesis than for mammography, Volpara said. The paper supports a breast clinic workflow that stratifies individual women according to their volumetric breast density and breast size, according to the vendor.











![A normal mammogram confirmed by three-year radiologic follow-up illustrates reader-marked regions of interest (ROIs) during (A) unaided (round 1) and (B) artificial intelligence (AI)–assisted (round 2) reading. Each colored dot represents an ROI for recall by a human reader. Readers could mark more than one ROI per case, represented by multiple dots of the same color. During AI-assisted reading, the AI system displayed three visible prompts: two with suspicion of malignancy scores of 35% (left mediolateral oblique [L MLO] and craniocaudal [L CC]) and one with a suspicion of malignancy score of 10% (right craniocaudal [R CC]), shown as polygonal overlays. Without AI, six of 10 readers (60%) marked a false-positive ROI. With AI assistance, this fell to two of 10 (20%). R MLO = right mediolateral oblique.](https://img.auntminnie.com/mindful/smg/workspaces/default/uploads/2026/07/2026-07-14-radiology-mammogram-ai-auto-bias.H0bYO8QlWs.jpg?auto=format%2Ccompress&fit=crop&h=112&q=70&w=112)






