BioengineeringNature CommunicationsPeer-reviewed
Teacher-student collaborated multiple instance learning for pan-cancer PDL1 expression prediction from histopathology slides
Darui Jin, Shangying Liang, Artem Shmatko…·Xiangzhi Bai
The paper develops MILTS, a teacher-student framework for predicting PDL1 expression from H&E slides using weakly supervised learning, achieving high AUC scores across multiple tumor types.
30 citations