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Accurate and fast identification of minimally prepared bacteria phenotypes using Raman spectroscopy assisted by machine learning

The worldwide increase of antimicrobial resistance (AMR) is a serious threat to human health. To avert the spread of AMR, fast reliable diagnostics tools that facilitate optimal antibiotic stewardship are an unmet need. In this regard, Raman spectroscopy promises rapid label- and culture-free identi...

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Detalles Bibliográficos
Autores principales: Thomsen, Benjamin Lundquist, Christensen, Jesper B., Rodenko, Olga, Usenov, Iskander, Grønnemose, Rasmus Birkholm, Andersen, Thomas Emil, Lassen, Mikael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9524333/
https://www.ncbi.nlm.nih.gov/pubmed/36180775
http://dx.doi.org/10.1038/s41598-022-20850-z