Robust cross-vendor mammographic texture models using augmentation-based domain adaptation for long-term breast cancer risk.
Andreas D LauritzenMy Catarina von Euler-ChelpinElsebeth LyngeIlse VejborgMads NielsenNico KarssemeijerMartin LillholmPublished in: Journal of medical imaging (Bellingham, Wash.) (2023)
The texture model robustly estimated long-term breast cancer risk while adapting to an unseen processed vendor-domain and identified a clinically relevant high-risk subgroup.