Applying Artificial Intelligence, Epidemiological Thinking and the Perspectives of Women and Their Radiologists to Address the Problem of Dense Breasts World-Wide.

AutoCumulus: an automated mammographic density measure created using artificial intelligence

O Al-qershi, TL Nguyen, MS Elliott, DF Schmidt, E Makalic, S Li, SK Fox, JG Dowty, CA Peña-Solorzano, CF Kwok, Y Chen, C Wang, J Lippey, P Brotchie, G Carneiro, DJ McCarthy, Y Jeong, J Sung, HML Frazer, JL Hopper

2026-12-01

Background: Mammographic (or breast) density is an established risk factor for breast cancer, previously measured using a variety ..

AI-based BRAIx risk score for the intermediate-term prediction of breast cancer: a population cohort study

HML Frazer, JL Hopper, TL Nguyen, MS Elliott, KM Kunicki, O Al-Qershi, DF Schmidt, E Makalic, S Li, SK Fox, JG Dowty, CA Peña-Solorzano, CF Kwok, Y Chen, C Wang, J Lippey, P Brotchie, G Carneiro, F Strand, DJ McCarthy

2026-04-01

BACKGROUND: Artificial intelligence (AI)-based algorithms are being implemented in breast screening to detect breast cancers on ma..