2 papers
cs.CV2025
Domain Generalization of Pathological Image Segmentation by Patch-Level and WSI-Level Contrastive Learning
Yuki Shigeyasu, Shota Harada, Akihiko Yoshizawa +6
In this paper, we address domain shifts in pathological images by focusing on shifts within whole slide images~(WSIs), such as patient characteristics and tissue thickness, rather…
cs.CV2025
Comprehensive Pathological Image Segmentation via Teacher Aggregation for Tumor Microenvironment Analysis
Daisuke Komura, Maki Takao, Mieko Ochi +10
The tumor microenvironment (TME) plays a crucial role in cancer progression and treatment response, yet current methods for its comprehensive analysis in H&E-stained tissue slides…