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Early detection and classification of live bacteria using time-lapse coherent imaging and deep learning

Early identification of pathogenic bacteria in food, water, and bodily fluids is very important and yet challenging, owing to sample complexities and large sample volumes that need to be rapidly screened. Existing screening methods based on plate counting or molecular analysis present various tradeo...

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Dades bibliogràfiques
Publicat a:Light Sci Appl
Autors principals: Wang, Hongda, Ceylan Koydemir, Hatice, Qiu, Yunzhe, Bai, Bijie, Zhang, Yibo, Jin, Yiyin, Tok, Sabiha, Yilmaz, Enis Cagatay, Gumustekin, Esin, Rivenson, Yair, Ozcan, Aydogan
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7351775/
https://ncbi.nlm.nih.gov/pubmed/32685139
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41377-020-00358-9
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