Multi-Label Random Forest Model for Tuberculosis Drug Resistance Classification and Mutation Ranking

Resistance prediction and mutation ranking are important tasks in the analysis of Tuberculosis sequence data. Due to standard regimens for the use of first-line antibiotics, resistance co-occurrence, in which samples are resistant to multiple drugs, is common. Analysing all drugs simultaneously shou...

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Detalhes bibliográficos
Publicado no:Front Microbiol
Main Authors: Kouchaki, Samaneh, Yang, Yang, Lachapelle, Alexander, Walker, Timothy M., Walker, A. Sarah, Peto, Timothy E. A., Crook, Derrick W., Clifton, David A.
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Microbiology
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7188832/
https://ncbi.nlm.nih.gov/pubmed/32390972
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fmicb.2020.00667
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