Deep learning-based early detection and classification of live bacteria (IMAGE)

Light Publishing Center, Changchun Institute of Optics, Fine Mechanics And Physics, CAS

Deep learning-based early detection and classification of live bacteria

Caption

a, Schematic of the device. b, Whole plate image of E. coli and K. aerogenes colonies. c, Example images of the individual growing bacterial colonies detected by a trained deep neural network. The time points of the detection and classification of growing colonies are annotated with blue arrows. The scale bar is 0.1 mm. This research received funding from US ARO.

Credit

by Hongda Wang, Hatice Ceylan Koydemir, Yunzhe Qiu, Bijie Bai, Yibo Zhang, Yiyin Jin, Sabiha Tok, Enis Cagatay Yilmaz, Esin Gumustekin, Yilin Luo, Yair Rivenson, Aydogan Ozcan

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