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The Promises and Pitfalls of Machine Learning for Detecting Viruses in Aquatic Metagenomes

Tools allowing for the identification of viral sequences in host-associated and environmental metagenomes allows for a better understanding of the genetics and ecology of viruses and their hosts. Recently, new approaches using machine learning methods to distinguish viral from bacterial signal using...

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Publicat a:Front Microbiol
Autors principals: Ponsero, Alise J., Hurwitz, Bonnie L.
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6477088/
https://ncbi.nlm.nih.gov/pubmed/31057513
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fmicb.2019.00806
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