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VGL-stGen: Learning a shared multimodal model for lung histology and spatial transcriptomics

Shin, Haenara et al.
arXiv (All) · Papers
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artificial-intelligencecomputer-vision-and-pattern-recognitionquantitative-methods
VGL-stGen is a multimodal large language model adapted from a pretrained medical vision-language model using paired lung H&E and spatial transcriptomics with single-cell references. Training integrates image-expression and expression-cell-type pairs, and gene-conditioned pseudo-labels transfer trans
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