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INGOT-DR: an interpretable classifier for predicting drug resistance in M. tuberculosis

MOTIVATION: Prediction of drug resistance and identification of its mechanisms in bacteria such as Mycobacterium tuberculosis, the etiological agent of tuberculosis, is a challenging problem. Solving this problem requires a transparent, accurate, and flexible predictive model. The methods currently...

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Detalles Bibliográficos
Autores principales: Zabeti, Hooman, Dexter, Nick, Safari, Amir Hosein, Sedaghat, Nafiseh, Libbrecht, Maxwell, Chindelevitch, Leonid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8353837/
https://www.ncbi.nlm.nih.gov/pubmed/34376217
http://dx.doi.org/10.1186/s13015-021-00198-1