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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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書目詳細資料
發表在: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
格式: Artigo
語言:Inglês
出版: Oxford University Press 2019
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在線閱讀: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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