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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Veröffentlicht in:	Frontiers in microbiology Jg. 11; S. 667
Hauptverfasser:	Kouchaki, Samaneh, Yang, Yang, Lachapelle, Alexander, Walker, Timothy M., Walker, A. Sarah, Peto, Timothy E. A., Crook, Derrick W., Clifton, David A.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Switzerland Frontiers Media S.A 22.04.2020
Schlagworte:	drug resistance Microbiology MLRF mutation ranking SLRF tuberculosis mutation ranking SLRF drug resistance MLRF tuberculosis
ISSN:	1664-302X, 1664-302X
Online-Zugang:	Volltext
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