arxivcs.CV2026-07-14
CGRL: Concept-Guided Pruning and Representation Learning for Whole-Slide Image Classification
Thuc Huynh, Tuan Le, Doanh C. Bui
Weakly supervised whole-slide image (WSI) classification is widely used in computational pathology because slide-level labels are easier to obtain than dense region annotations. Existing multiple instance learning (MIL) methods often aggregate large bags of patch embeddings using…