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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.
A new study proposes viewing tumors as organized ecosystems rather than random mutations, using AI to analyze spatial organization, immune localization, and signaling environments in oncology.