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An interpretable machine learning approach to identify mechanism of action of antibiotics
As antibiotic resistance is becoming a major public health problem worldwide, one of the approaches for novel antibiotic discovery is re-purposing drugs available on the market for treating antibiotic resistant bacteria. The main economic advantage of this approach is that since these drugs have alr...
Autores principales: | Mongia, Mihir, Guler, Mustafa, Mohimani, Hosein |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9209520/ https://www.ncbi.nlm.nih.gov/pubmed/35725893 http://dx.doi.org/10.1038/s41598-022-14229-3 |
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