Article

GatorPrism: Prototype-Conditioned Routing across Coalition Graph Experts for Spatial Multi-Omics Integration

2026-07-24

Abstract excerpt

Spatial multi-omics integration requires balancing cross-omics consensus with modality-specific signals whose importance varies across tissue locations. We present GatorPrism, a self-supervised coalition graph mixture-of-experts framework that explicitly separates cross-omics consensus from modality-specific structure and adaptively integrates their contributions across tissue locations. A joint expert encodes an...

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Literature Corpus work: 27cfff10-4a0d-5db2-bdec-4a3e8beacef2
DOI: 10.64898/2026.07.21.739865

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