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Application of machine learning techniques to tuberculosis drug resistance analysis

MOTIVATION: Timely identification of Mycobacterium tuberculosis (MTB) resistance to existing drugs is vital to decrease mortality and prevent the amplification of existing antibiotic resistance. Machine learning methods have been widely applied for timely predicting resistance of MTB given a specifi...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Kouchaki, Samaneh, Yang, Yang, Walker, Timothy M, Sarah Walker, A, Wilson, Daniel J, Peto, Timothy E A, Crook, Derrick W, Clifton, David A
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6596891/
https://ncbi.nlm.nih.gov/pubmed/30462147
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty949
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