Predicting MammaPrint Recurrence Risk from Breast Cancer Pathological Images Using a Weakly Supervised Transformer
Chaoyang Yan, Linwei Li, Xiaolong Qian, Yang Ou, Zhidong Huang, Zhihan Ruan, Wenting Xiang, Hong Liu, Jian Liu
This paper develops CPMP, a weakly supervised transformer model, to predict MammaPrint recurrence risk from breast cancer histopathological slides, achieving an AUROC of 0.824.
Advanced Science · Nov 7, 2025Peer-reviewedPathology