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# Loki
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Building on OmiCLIP, a visual–omics foundation model designed to bridge omics data and hematoxylin and eosin (H&E) images, we developed the **Loki** platform, which has five key functions: tissue alignment using ST or H&E images, cell type decomposition of ST or H&E images using scRNA-seq as a reference, tissue annotation of ST or H&E images based on bulk RNA-seq or marker genes, ST gene expression prediction from H&E images, and histology image–transcriptomics retrieval.
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license: bsd-3-clause
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# Loki
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Building on OmiCLIP, a visual–omics foundation model designed to bridge omics data and hematoxylin and eosin (H&E) images, we developed the **Loki** platform, which has five key functions: tissue alignment using ST or H&E images, cell type decomposition of ST or H&E images using scRNA-seq as a reference, tissue annotation of ST or H&E images based on bulk RNA-seq or marker genes, ST gene expression prediction from H&E images, and histology image–transcriptomics retrieval.
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