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SLIDE: Significant Latent Factor Interaction Discovery and Exploration across biological domains - Nature Methods
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Modern multiomic technologies can generate deep multiscale profiles. However, differences in data modalities, multicollinearity of the data, and large numbers of irrelevant features make analyses and integration of high-dimensional omic datasets challenging.
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