Evaluation of Machine Learning and Rules-Based Approaches for Predicting Antimicrobial Resistance Profiles in Gram-negative Bacilli from Whole Genome Sequence Data

The time-to-result for culture-based microorganism recovery and phenotypic antimicrobial susceptibility testing necessitates initial use of empiric (frequently broad-spectrum) antimicrobial therapy. If the empiric therapy is not optimal, this can lead to adverse patient outcomes and contribute to in...

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Detalhes bibliográficos
Publicado no:Front Microbiol
Main Authors: Pesesky, Mitchell W., Hussain, Tahir, Wallace, Meghan, Patel, Sanket, Andleeb, Saadia, Burnham, Carey-Ann D., Dantas, Gautam
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2016
Assuntos:
Microbiology
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5124574/
https://ncbi.nlm.nih.gov/pubmed/27965630
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fmicb.2016.01887
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