Origin Sample Prediction and Spatial Modeling of Antimicrobial Resistance in Metagenomic Sequencing Data

Origin Sample Prediction and Spatial Modeling of Antimicrobial Resistance in Metagenomic Sequencing Data

The steady elaboration of the Metagenomic and Metadesign of Subways and Urban Biomes (MetaSUB) international consortium project raises important new questions about the origin, variation, and antimicrobial resistance of the collected samples. CAMDA (Critical Assessment of Massive Data Analysis, http...

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Bibliographic Details
Main Authors: Maya Zhelyazkova, Roumyana Yordanova, Iliyan Mihaylov, Stefan Kirov, Stefan Tsonev, David Danko, Christopher Mason, Dimitar Vassilev
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Genetics
Subjects:
metagenomics
antimicrobial resistance
classification
spatial correlation
Bayesian hierarchical models
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.642991/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2021.642991/full

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