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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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Detalles Bibliográficos
Autores principales: Jasner, Yoel, Belogolovski, Anna, Ben-Itzhak, Meirav, Koren, Omry, Louzoun, Yoram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8250139/
https://www.ncbi.nlm.nih.gov/pubmed/34220823
http://dx.doi.org/10.3389/fimmu.2021.677870