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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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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. |
format | Online Article Text |
id | pubmed-10623326 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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