Asmita Sood

TopoSlide: Topologically-Informed Histopathology Whole Slide Image Representation Learning

Histopathology whole slide images (WSIs) are gigapixel images that present significant challenges in generating effective representations that capture both local histological features and their global spatial organization. Current pathology foundation models focus primarily on local patch-level feat