AI-Blue-Carba: A Rapid and Improved Carbapenemase Producer Detection Assay Using Blue-Carba With Deep Learning

AI-Blue-Carba: A Rapid and Improved Carbapenemase Producer Detection Assay Using Blue-Carba With Deep Learning

A rapid and accurate detection of carbapenemase-producing Gram-negative bacteria (CPGNB) has an immediate demand in the clinic. Here, we developed and validated a method for rapid detection of CPGNB using Blue-Carba combined with deep learning (designated as AI-Blue-Carba). The optimum bacterial sus...

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Bibliographic Details
Main Authors: Ling Jia, Lu Han, He-Xin Cai, Ze-Hua Cui, Run-Shi Yang, Rong-Min Zhang, Shuan-Cheng Bai, Xu-Wei Liu, Ran Wei, Liang Chen, Xiao-Ping Liao, Ya-Hong Liu, Xi-Ming Li, Jian Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Microbiology
Subjects:
carbapenemase-producing gram-negative bacteria
rapid detection
Blue-Carba
deep learning
OD value
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2020.585417/full

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