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Graspot: A graph attention network for spatial transcriptomics data integration with optimal transport

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Graspot

Graspot: A graph attention network for spatial transcriptomics data integration with optimal transport

Author:Zizhan Gao, Kai Cao, Lin Wan

overview_graspot_pdf

The inputs of Graspot are multiple spatial transcriptomics slices with gene expression matrices and spatial coordinates. The outputs of Graspot are probabilistic alignment T and common integrated space aligns intrinsic structures of multiple ST slices. Probabilistic alignment matrix T guides the coordinate alignment using weighted ICP algorithm.

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Graspot: A graph attention network for spatial transcriptomics data integration with optimal transport

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