Systematic review shows automated software for breast density assessment may improve consistency in screening, highlighting the need for further evaluation.
= 98%). Studies of Quantra and other software showed broadly similar findings, but variability in software versions and BI-RADS editions limited comparability. Reporting of participant demographics was poor, thus generalisability is unclear.ConclusionsAutomated breast density software, such as Volpara and Quantra, shows promising concordance with manual BI-RADS assessment and may enhance consistency in screening programmes. Heterogeneity across studies and limited information on representativeness preclude firm conclusions. Large-scale, standardised, and inclusive evaluations are needed to establish clinical utility.FundingNational Institute for Health and Care Research.
No takes yet. Share an insight, caveat, or question.
Robertson et al. (2026) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: