Figure 1
From: Distilling knowledge from graph neural networks trained on cell graphs to non-neural student models
Cell graphs of the TB and BRCA-M2C datasets were generated using the NetworkX library60 (version 3.4.2, https://networkx.org/). (A) Cell Graph generated for a TB image. Acid-fast bacilli (AFB) cells are shown in red, and the nucleus of activated macrophages is depicted in blue. Black edges represent interactions. (B) Cell Graph generated for a normal lung tissue, i.e., not infected. (C) Cell Graph acquired from the Vanea et al.51, licensed under Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/). (D) Cell Graph generated from the BRCA-M2C dataset, where red nodes represent lymphocytes, blue nodes represent tumor cells, green nodes represent stromal cells, and gray edges denote their interactions, created using different k-values for specific cell interactions.
