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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Dades bibliogràfiques
Publicat a:Front Microbiol
Autors principals: Kouchaki, Samaneh, Yang, Yang, Lachapelle, Alexander, Walker, Timothy M., Walker, A. Sarah, Peto, Timothy E. A., Crook, Derrick W., Clifton, David A.
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2020
Matèries:
Microbiology
Accés en línia: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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