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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Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6884698/
https://www.ncbi.nlm.nih.gov/pubmed/31686038
http://dx.doi.org/10.1038/s41592-019-0616-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6884698/
https://www.ncbi.nlm.nih.gov/pubmed/31686038
http://dx.doi.org/10.1038/s41592-019-0616-3

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