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

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 bacterial dens...

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Detalles Bibliográficos
Autores principales: Lee, Kwang Seob, Lim, Hyung Jae, Kim, Kyungnam, Park, Yeon-Gyeong, Yoo, Jae-Woo, Yong, Dongeun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8941854/
https://www.ncbi.nlm.nih.gov/pubmed/35234514
http://dx.doi.org/10.1128/spectrum.01769-21

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8941854/
https://www.ncbi.nlm.nih.gov/pubmed/35234514
http://dx.doi.org/10.1128/spectrum.01769-21

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