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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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Vydáno v:Light Sci Appl
Hlavní autoři: Wang, Hongda, Ceylan Koydemir, Hatice, Qiu, Yunzhe, Bai, Bijie, Zhang, Yibo, Jin, Yiyin, Tok, Sabiha, Yilmaz, Enis Cagatay, Gumustekin, Esin, Rivenson, Yair, Ozcan, Aydogan
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2020
Témata:
On-line přístup: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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