Deep in the Bowel: Highly Interpretable Neural Encoder-Decoder Networks Predict Gut Metabolites from Gut Microbiome

BACKGROUND: Technological advances in next-generation sequencing (NGS) and chromatographic assays [e.g., liquid chromatography mass spectrometry (LC-MS)] have made it possible to identify thousands of microbe and metabolite species, and to measure their relative abundance. In this paper, we propose...

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Detalles Bibliográficos
Autores principales: Le, Vuong, Quinn, Thomas P., Tran, Truyen, Venkatesh, Svetha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7370527/
https://www.ncbi.nlm.nih.gov/pubmed/32689932
http://dx.doi.org/10.1186/s12864-020-6652-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7370527/
https://www.ncbi.nlm.nih.gov/pubmed/32689932
http://dx.doi.org/10.1186/s12864-020-6652-7

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