Cellina uses supervised disentanglement to separate cell intrinsic states from spatial contexts for counterfactual predictions on tissue graphs, outperforming baselines on 2.5M+ cells from cancer and brain data.
URL https://proceedings.neurips.cc/paper_files/paper/2024/file/ 24c4d51f3ef48dd2dbab78243ecb26a1-Paper-Datasets_and_Benchmarks_Track.pdf
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Querying Counterfactuals on Tissue Graphs with Supervised Disentanglement
Cellina uses supervised disentanglement to separate cell intrinsic states from spatial contexts for counterfactual predictions on tissue graphs, outperforming baselines on 2.5M+ cells from cancer and brain data.