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Article

Human microbiome aging clocks based on deep learning and tandem of permutation feature importance and accumulated local effects

2018-12-28

Abstract excerpt

<h4>Graphical Abstract</h4> The human gut microbiome is a complex ecosystem that both affects and is affected by its host status. Previous analyses of gut microflora revealed associations between specific microbes and host health and disease status, genotype and diet. Here, we developed a method of predicting biological age of the host based on the microbiological profiles of gut microbiota using a curated datase...

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Literature Corpus work
32c2f52d-3872-5b81-9fc9-0fe81ef91c3f
DOI
10.1101/507780
Open publication

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Human microbiome aging clocks based on deep learning and tandem of permutation feature importance and accumulated local effectsDOI 10.1101/507780
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