Interpretation of microbiota-based diagnostics by explaining individual classifier decisions

BACKGROUND: The human microbiota is associated with various disease states and holds a great promise for non-invasive diagnostics. However, microbiota data is challenging for traditional diagnostic approaches: It is high-dimensional, sparse and comprises of high inter-personal variation. State of th...

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Detalles Bibliográficos
Autores principales: Eck, A., Zintgraf, L. M., de Groot, E. F. J., de Meij, T. G. J., Cohen, T. S., Savelkoul, P. H. M., Welling, M., Budding, A. E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5628491/
https://www.ncbi.nlm.nih.gov/pubmed/28978318
http://dx.doi.org/10.1186/s12859-017-1843-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5628491/
https://www.ncbi.nlm.nih.gov/pubmed/28978318
http://dx.doi.org/10.1186/s12859-017-1843-1

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