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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Detalles Bibliográficos
Autores principales: Kouchaki, Samaneh, Yang, Yang, Lachapelle, Alexander, Walker, Timothy M., Walker, A. Sarah, Peto, Timothy E. A., Crook, Derrick W., Clifton, David A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Microbiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7188832/
https://www.ncbi.nlm.nih.gov/pubmed/32390972
http://dx.doi.org/10.3389/fmicb.2020.00667

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7188832/
https://www.ncbi.nlm.nih.gov/pubmed/32390972
http://dx.doi.org/10.3389/fmicb.2020.00667

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