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Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning
Raman optical spectroscopy promises label-free bacterial detection, identification, and antibiotic susceptibility testing in a single step. However, achieving clinically relevant speeds and accuracies remains challenging due to weak Raman signal from bacterial cells and numerous bacterial species an...
Autores principales: | Ho, Chi-Sing, Jean, Neal, Hogan, Catherine A., Blackmon, Lena, Jeffrey, Stefanie S., Holodniy, Mark, Banaei, Niaz, Saleh, Amr A. E., Ermon, Stefano, Dionne, Jennifer |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6960993/ https://www.ncbi.nlm.nih.gov/pubmed/31666527 http://dx.doi.org/10.1038/s41467-019-12898-9 |
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