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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Nat Commun
Prif Awduron: 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
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Nature Publishing Group UK 2019
Pynciau:
Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6960993/
https://ncbi.nlm.nih.gov/pubmed/31666527
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-019-12898-9
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