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Amino Acid k-mer Feature Extraction for Quantitative Antimicrobial Resistance (AMR) Prediction by Machine Learning and Model Interpretation for Biological Insights
SIMPLE SUMMARY: Infectious bacteria (microbes) are able to evolve to become resistant to antibiotics (develop antimicrobial resistance, or AMR). Resistant microbes are harder to treat, requiring higher doses, or alternative medications, which can be more toxic. Because of inappropriate use of medici...
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| Udgivet i: | Biology (Basel) |
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| Main Authors: | , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
MDPI
2020
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7694136/ https://ncbi.nlm.nih.gov/pubmed/33126516 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/biology9110365 |
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