cell-cell-interactions

This paper introduces CDS, a counterfactual directionality score for estimating directional influence between node populations in spatial graphs. The framework trains a Neighbor Influence Model (NIM) and applies structured interventions to measure sensitivity of node states to neighborhood perturbations.