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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Bibliographic Details
Published in:Light Sci Appl
Main Authors: 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
Language:Inglês
Published: Nature Publishing Group UK 2020
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Online Access: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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