Rapid Bacterial Detection in Urine Using Laser Scattering and Deep Learning Analysis

Rapid Bacterial Detection in Urine Using Laser Scattering and Deep Learning Analysis

ABSTRACT Images of laser scattering patterns generated by bacteria in urine are promising resources for deep learning. However, floating bacteria in urine produce dynamic scattering patterns and require deep learning of spatial and temporal features. We hypothesized that bacteria with variable bacte...

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Bibliographic Details
Main Authors: Kwang Seob Lee, Hyung Jae Lim, Kyungnam Kim, Yeon-Gyeong Park, Jae-Woo Yoo, Dongeun Yong
Format: Article
Language:English
Published: American Society for Microbiology 2022-04-01
Series:Microbiology Spectrum
Subjects:
deep learning
laser scatter
prediction
urinary tract infection
rapid tests
Online Access:https://journals.asm.org/doi/10.1128/spectrum.01769-21

Internet

https://journals.asm.org/doi/10.1128/spectrum.01769-21

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