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Ordering taxa in image convolution networks improves microbiome-based machine learning accuracy

The human gut microbiome is associated with a large number of disease etiologies. As such, it is a natural candidate for machine-learning-based biomarker development for multiple diseases and conditions. The microbiome is often analyzed using 16S rRNA gene sequencing or shotgun metagenomics. However...

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Detalles Bibliográficos
Autores principales: Shtossel, Oshrit, Isakov, Haim, Turjeman, Sondra, Koren, Omry, Louzoun, Yoram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10288916/
https://www.ncbi.nlm.nih.gov/pubmed/37345233
http://dx.doi.org/10.1080/19490976.2023.2224474