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Author

Xian Zhao

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Aug 2026

Graph-Aware Latent Representation Learning for Multimodal Spatial Omics Integration.

A novel method of multimodal spatial omics fusion, named mmspao, is proposed to obtain cross-modal interactive features and combine them with the features of each modality to obtain fusion results at the spatial resolution.

Jing Lin, Ai-Jing Feng, Yuan Chen et al. · 0 citations
Aug 2026

Deciphering tissue architecture with StKAN: A multi-modal deep learning framework combining morphology and spatial transcriptomics.

StKAN is introduced, a novel framework integrating Kolmogorov-Arnold Network with variational autoencoder to effectively model spatially resolved gene expression with graph attention network and shows strong potential for downstream analyses, offering deeper insights into disease pathology and tumor invasion.

Jing Lin, Ai-Jing Feng, Yan-Kun Cao et al. · 0 citations

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