A Breast Vision Pathology Foundation Model for Real-world Clinical Utility

ArXi:2605.08207v1 Announce Type: new Pathology foundation models have shown strong retrospective performance, but whether such systems can clinically relevant use remains unclear. This challenge is particularly important in breast cancer, where pathological assessment serves as the gold standard for diagnosis and guides treatment planning, surgical decision-making and risk stratification across pre-, intra- and post-operative stages.