Fig. 2 | npj Biomedical Innovations

Fig. 2

From: Inferring signaling pathway abnormalities from histopathological images via logic-constrained gene-pathway heterogeneous knowledge graph

Fig. 2

A GNN-based signaling pathway identification framework: feature interactions in histopathological images are modeled using GNN methods, and a Gene–Pathway Heterogeneous Graph Structure is constructed based on inter-group relationships among signaling pathway-associated Gene groups, with prior knowledge leveraged to assist in the prediction of pathways and genes.

Back to article page