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Fig. 7 | BMC Bioinformatics

Fig. 7

From: InClust+: the deep generative framework with mask modules for multimodal data integration, imputation, and cross-modal generation

Fig. 7

The results for cross-modal generation by inClust+. A The UMAP plot of the low dimensional representations without the covariate effects for the gene expression data in inClust+ colored by the covariate (left) and cell types (right). B Heatmap for the confusion matrix of results generated by inClust+ with average accuracy above. C Heatmap for the confusion matrix of results generated by sciPENN with average accuracy above. D The UMAP plot visualization of generated protein abundance data by inClust+. E Comparison of cross-modal generation results of inClust+ and sciPENN. Boxplots of PCC, and SCC between real and generated Protein produced by inClust+ and sciPENN were plotted

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BMC Bioinformatics

ISSN: 1471-2105

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