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MDITRE: Scalable and Interpretable Machine Learning for Predicting Host Status from Temporal Microbiome Dynamics

Longitudinal microbiome data sets are being generated with increasing regularity, and there is broad recognition that these studies are critical for unlocking the mechanisms through which the microbiome impacts human health and disease. However, there is a dearth of computational tools for analyzing...

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Detalles Bibliográficos
Autores principales: Maringanti, Venkata Suhas, Bucci, Vanni, Gerber, Georg K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9600536/
https://www.ncbi.nlm.nih.gov/pubmed/36069455
http://dx.doi.org/10.1128/msystems.00132-22