Author

Tania Banerjee

University of Houston

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Preprint Jul 2026

LATTICE: Graph Self-Supervised Learning for Multimodal Spatial Omics Integration

LATTICE demonstrated stable optimization behavior, reproducible embeddings across analysis seeds, and complete multimodal integration across all samples, position LATTICE as a practical and empirically grounded framework for multimodal spatial omics integration, while also highlighting the need for stronger supervision and broader external benchmarking.

J. Dwarampudi, V. Kochat, Suresh Satpati et al. · 0 citations