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Microbiome Preprocessing Machine Learning Pipeline

BACKGROUND: 16S sequencing results are often used for Machine Learning (ML) tasks. 16S gene sequences are represented as feature counts, which are associated with taxonomic representation. Raw feature counts may not be the optimal representation for ML. METHODS: We checked multiple preprocessing ste...

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Detalhes bibliográficos
Publicado no:Front Immunol
Main Authors: Jasner, Yoel, Belogolovski, Anna, Ben-Itzhak, Meirav, Koren, Omry, Louzoun, Yoram
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8250139/
https://ncbi.nlm.nih.gov/pubmed/34220823
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fimmu.2021.677870
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