Prediction of Minimal Inhibitory Concentration of Meropenem Against Klebsiella pneumoniae Using Metagenomic Data

Prediction of Minimal Inhibitory Concentration of Meropenem Against Klebsiella pneumoniae Using Metagenomic Data

Minimal inhibitory concentration (MIC) is defined as the lowest concentration of an antimicrobial agent that can inhibit the visible growth of a particular microorganism after overnight incubation. Clinically, antibiotic doses for specific infections are determined according to the fraction of MIC....

Full description

Bibliographic Details
Main Authors: Rundong Tan, Anqi Yu, Ziming Liu, Ziqi Liu, Rongfeng Jiang, Xiaoli Wang, Jialin Liu, Junhui Gao, Xinjun Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Microbiology
Subjects:
Klebsiella pneumoniae
minimum inhibitory concentration
meropenem
XGBoost
deep neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2021.712886/full

Internet

https://www.frontiersin.org/articles/10.3389/fmicb.2021.712886/full

Similar Items