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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Bibliographic Details
Main Authors: Kouchaki, S, Yang, Y, Lapachelle, A, Walker, T, Walker, AS, CRyPTIC Consortium, Peto, T, Crook, D, Clifton, DA
Format: Journal article
Language:English
Published: Frontiers Media 2020