Article

SLIDE: Significant Latent Factor Interaction Discovery and Exploration across biological domains

2022-11-27

Abstract excerpt

Modern multi-omic technologies can generate deep multi-scale profiles. However, differences in data modalities, multicollinearity of the data, and large numbers of irrelevant features make the analyses and integration of high-dimensional omic datasets challenging. Here, we present Significant Latent factor Interaction Discovery and Exploration (SLIDE), a first-in-class interpretable machine learning technique for...

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Literature Corpus work: d3f0bee2-7ca3-5e03-8448-655afc13ccce
DOI: 10.1101/2022.11.25.518001

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