M. Dausort

Exploiting Spatial Structure for Transductive Few-Shot Classification of Whole-Slide Images

Automating the analysis of whole-slide images (WSIs), a key step in cancer diagnosis, has high clinical value, as it can reduce pathologist's workload while improving diagnosis accuracy. Recently, vision-language models have shown promising performance for patch-level classification without requiring any annotation, ye...