Unified Classification of Bacterial Colonies on Different Agar Media Based on Hyperspectral Imaging and Machine Learning

Unified Classification of Bacterial Colonies on Different Agar Media Based on Hyperspectral Imaging and Machine Learning

A universal method by considering different types of culture media can enable convenient classification of bacterial species. The study combined hyperspectral technology and versatile chemometric algorithms to achieve the rapid and non-destructive classification of three kinds of bacterial colonies...

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Bibliographic Details
Main Authors: Peng Gu, Yao-Ze Feng, Le Zhu, Li-Qin Kong, Xiu-ling Zhang, Sheng Zhang, Shao-Wen Li, Gui-Feng Jia
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Molecules
Subjects:
bacterial pathogens
Visible-Near-infrared hyperspectral imaging
grasshopper optimization algorithm
support vector machine
variable selection
optimization
Online Access:https://www.mdpi.com/1420-3049/25/8/1797

Internet

https://www.mdpi.com/1420-3049/25/8/1797

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