[CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis
We demonstrate a novel whole slide image (WSI) analysis method based on graph representation called WiKG, which represents a WSI as a knowledge graph, cropped patches as graph nodes, and uses the head-to-tail embedding of patches to generate dynamic graph representations.
This repository is based on the Pytorch version of the WiKG code.
The easy-to-follow model code and train demo code have been released, and we will add more details soon.
Arxiv version: https://arxiv.org/abs/2403.07719
Jiawen Li, H&G Pathology AI Research Team