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Interpreting k-mer–based signatures for antibiotic resistance prediction

BACKGROUND: Recent years have witnessed the development of several k-mer–based approaches aiming to predict phenotypic traits of bacteria on the basis of their whole-genome sequences. While often convincing in terms of predictive performance, the underlying models are in general not straightforward...

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Detalles Bibliográficos
Autores principales: Jaillard, Magali, Palmieri, Mattia, van Belkum, Alex, Mahé, Pierre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7568433/
https://www.ncbi.nlm.nih.gov/pubmed/33068113
http://dx.doi.org/10.1093/gigascience/giaa110