Article
Mapping spatial cell-cell communication programs by tailoring chains of cells for transformer neural networks
2026-03-20
Abstract excerpt
Recent advances in spatial transcriptomics and computational modeling enable the study of cellular interactions in situ . However, existing methods quantify ligand–receptor activity pairwise or between predefined cell groups, yielding overlapping signals and limited ability to summarize concurrent interactions into programs while localizing communication hotspots. We introduce scCChain, a transformer-based framew...
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Identifiers and source
- Literature Corpus work
- 851a6d87-ccb3-5782-bb2f-d4fff477d805
- DOI
- 10.64898/2026.03.18.712664