Generalisable deep learning method for mammographic density prediction across imaging techniques and self-reported race.
Galvin KharaHari TrivediMary S NewellRavi PatelTobias RijkenPeter KecskemethyBen GlockerPublished in: Communications medicine (2024)
Deep learning-based breast density prediction generalises across imaging techniques and race. No substantial disparities are found for any subgroup, including races that were never seen during model development, suggesting that density predictions are unbiased.