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Querying Counterfactuals on Tissue Graphs with Supervised Disentanglement
Cellina defines tissue graph counterfactuals as spatial edge or node interventions and uses supervised disentanglement to separate intrinsic cell states from context, outperforming competitors across millions of cells and revealing cancer subdomains.
Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 1/5