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1020. A Novel Quality Control Solution for Gram Stain Through Integration of Deep Learning Vision Technology: A Proof-of-Concept

BACKGROUND: Gram stain (GS) is essential for preliminary bacterial identification. The lack of a standardized quality control method for GS is a significant drawback. By utilizing a deep convolutional neural network (CNN) design, we present a proof-of-concept for a novel solution to GS quality assur...

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Detalles Bibliográficos
Autores principales: Hata, Jane, Reed, Jessica, Magee, Kyle
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10679223/
http://dx.doi.org/10.1093/ofid/ofad500.051