VAMPr: VAriant Mapping and Prediction of antibiotic resistance via explainable features and machine learning

Antimicrobial resistance (AMR) is an increasing threat to public health. Current methods of determining AMR rely on inefficient phenotypic approaches, and there remains incomplete understanding of AMR mechanisms for many pathogen-antimicrobial combinations. Given the rapid, ongoing increase in avail...

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Detalhes bibliográficos
Publicado no:PLoS Comput Biol
Main Authors: Kim, Jiwoong, Greenberg, David E., Pifer, Reed, Jiang, Shuang, Xiao, Guanghua, Shelburne, Samuel A., Koh, Andrew, Xie, Yang, Zhan, Xiaowei
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7015433/
https://ncbi.nlm.nih.gov/pubmed/31929521
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1007511
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