Qi Jia

Weakly supervised artificial intelligence for multi-cancer detection of lymph node metastasis on whole slide images

Abstract The accurate identification of lymph node metastasis is critical for cancer diagnosis/treatment but remains time-consuming and error-prone for pathologists. We develop MambaMIL+HiLA-MIL, a multiple instance learning model combining Vision Mamba with high-low attention se...