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Tools for classification of growing/non-growing bacterial colonies using laser speckle imaging

Prior research has indicated the feasibility of assessing growth—associated activity in bacterial colonies through the application of laser speckle imaging techniques. A subpixel correlation method was employed to identify variations in sequential laser speckle images, thereby facilitating the visua...

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Autores principales: Balmages, Ilya, Liepins, Janis, Zolins, Stivens, Bliznuks, Dmitrijs, Broks, Renars, Lihacova, Ilze, Lihachev, Alexey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10623326/
https://www.ncbi.nlm.nih.gov/pubmed/37928664
http://dx.doi.org/10.3389/fmicb.2023.1279667
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author Balmages, Ilya
Liepins, Janis
Zolins, Stivens
Bliznuks, Dmitrijs
Broks, Renars
Lihacova, Ilze
Lihachev, Alexey
author_facet Balmages, Ilya
Liepins, Janis
Zolins, Stivens
Bliznuks, Dmitrijs
Broks, Renars
Lihacova, Ilze
Lihachev, Alexey
author_sort Balmages, Ilya
collection PubMed
description Prior research has indicated the feasibility of assessing growth—associated activity in bacterial colonies through the application of laser speckle imaging techniques. A subpixel correlation method was employed to identify variations in sequential laser speckle images, thereby facilitating the visualization of specific zones indicative of microbial growth within the colony. Such differentiation between active (growing) and inactive (non-growing) bacterial colonies holds considerable implications for medical applications, like bacterial response to certain drugs or antibiotics. The present study substantiates the capability of laser speckle imaging to categorize bacterial colonies as growing or non-growing, a parameter which nonvisible in colonies when observed under white light illumination.
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spelling pubmed-106233262023-11-04 Tools for classification of growing/non-growing bacterial colonies using laser speckle imaging Balmages, Ilya Liepins, Janis Zolins, Stivens Bliznuks, Dmitrijs Broks, Renars Lihacova, Ilze Lihachev, Alexey Front Microbiol Microbiology Prior research has indicated the feasibility of assessing growth—associated activity in bacterial colonies through the application of laser speckle imaging techniques. A subpixel correlation method was employed to identify variations in sequential laser speckle images, thereby facilitating the visualization of specific zones indicative of microbial growth within the colony. Such differentiation between active (growing) and inactive (non-growing) bacterial colonies holds considerable implications for medical applications, like bacterial response to certain drugs or antibiotics. The present study substantiates the capability of laser speckle imaging to categorize bacterial colonies as growing or non-growing, a parameter which nonvisible in colonies when observed under white light illumination. Frontiers Media S.A. 2023-10-20 /pmc/articles/PMC10623326/ /pubmed/37928664 http://dx.doi.org/10.3389/fmicb.2023.1279667 Text en Copyright © 2023 Balmages, Liepins, Zolins, Bliznuks, Broks, Lihacova and Lihachev. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Balmages, Ilya
Liepins, Janis
Zolins, Stivens
Bliznuks, Dmitrijs
Broks, Renars
Lihacova, Ilze
Lihachev, Alexey
Tools for classification of growing/non-growing bacterial colonies using laser speckle imaging
title Tools for classification of growing/non-growing bacterial colonies using laser speckle imaging
title_full Tools for classification of growing/non-growing bacterial colonies using laser speckle imaging
title_fullStr Tools for classification of growing/non-growing bacterial colonies using laser speckle imaging
title_full_unstemmed Tools for classification of growing/non-growing bacterial colonies using laser speckle imaging
title_short Tools for classification of growing/non-growing bacterial colonies using laser speckle imaging
title_sort tools for classification of growing/non-growing bacterial colonies using laser speckle imaging
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10623326/
https://www.ncbi.nlm.nih.gov/pubmed/37928664
http://dx.doi.org/10.3389/fmicb.2023.1279667
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