Learning accurate representations of microbe-metabolite interactions

Integrating multi-omics datasets is critical for microbiome research, but multiple statistical challenges can confound traditional correlation techniques. We solve this problem by using neural networks to estimate the conditional probability that each molecule is present given the presence of each s...

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Gepubliceerd in:Nat Methods
Hoofdauteurs: Morton, James T., Aksenov, Alexander A., Nothias, Louis Felix, Foulds, James R., Quinn, Robert A., Badri, Michelle H., Swenson, Tami L., Van Goethem, Marc W., Northen, Trent R., Vazquez-Baeza, Yoshiki, Wang, Mingxun, Bokulich, Nicholas A., Watters, Aaron, Song, Se Jin, Bonneau, Richard, Dorrestein, Pieter C., Knight, Rob
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2019
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Article
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6884698/
https://ncbi.nlm.nih.gov/pubmed/31686038
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41592-019-0616-3
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