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Machine learning for classifying tuberculosis drug-resistance from DNA sequencing data

MOTIVATION: Correct and rapid determination of Mycobacterium tuberculosis (MTB) resistance against available tuberculosis (TB) drugs is essential for the control and management of TB. Conventional molecular diagnostic test assumes that the presence of any well-studied single nucleotide polymorphisms...

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Detalles Bibliográficos
Autores principales:	Yang, Yang, Niehaus, Katherine E, Walker, Timothy M, Iqbal, Zamin, Walker, A Sarah, Wilson, Daniel J, Peto, Tim E A, Crook, Derrick W, Smith, E Grace, Zhu, Tingting, Clifton, David A
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2018
Materias:	Original Papers
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5946815/ https://www.ncbi.nlm.nih.gov/pubmed/29240876 http://dx.doi.org/10.1093/bioinformatics/btx801

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