The marriage of coherent Raman scattering imaging and advanced computational tools

Coherent Raman scattering microscopy can provide high-contrast tissue and single-cell images based on the inherent molecular vibrations of the sample. However, conventional techniques face a three-way trade-off between Raman spectral bandwidth, imaging speed, and image fidelity. Although currently c...

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Detalles Bibliográficos
Autores principales: Peterson, Walker, Hiramatsu, Kotaro, Goda, Keisuke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
News & Views
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10170129/
https://www.ncbi.nlm.nih.gov/pubmed/37160889
http://dx.doi.org/10.1038/s41377-023-01160-z
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author Peterson, Walker
Hiramatsu, Kotaro
Goda, Keisuke
author_facet Peterson, Walker
Hiramatsu, Kotaro
Goda, Keisuke
author_sort Peterson, Walker
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description Coherent Raman scattering microscopy can provide high-contrast tissue and single-cell images based on the inherent molecular vibrations of the sample. However, conventional techniques face a three-way trade-off between Raman spectral bandwidth, imaging speed, and image fidelity. Although currently challenging to address via optical design, this trade-off can be overcome via emerging computational tools such as compressive sensing and machine learning.
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spelling pubmed-101701292023-05-11 The marriage of coherent Raman scattering imaging and advanced computational tools Peterson, Walker Hiramatsu, Kotaro Goda, Keisuke Light Sci Appl News & Views Coherent Raman scattering microscopy can provide high-contrast tissue and single-cell images based on the inherent molecular vibrations of the sample. However, conventional techniques face a three-way trade-off between Raman spectral bandwidth, imaging speed, and image fidelity. Although currently challenging to address via optical design, this trade-off can be overcome via emerging computational tools such as compressive sensing and machine learning. Nature Publishing Group UK 2023-05-09 /pmc/articles/PMC10170129/ /pubmed/37160889 http://dx.doi.org/10.1038/s41377-023-01160-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle News & Views
Peterson, Walker
Hiramatsu, Kotaro
Goda, Keisuke
The marriage of coherent Raman scattering imaging and advanced computational tools
title The marriage of coherent Raman scattering imaging and advanced computational tools
title_full The marriage of coherent Raman scattering imaging and advanced computational tools
title_fullStr The marriage of coherent Raman scattering imaging and advanced computational tools
title_full_unstemmed The marriage of coherent Raman scattering imaging and advanced computational tools
title_short The marriage of coherent Raman scattering imaging and advanced computational tools
title_sort marriage of coherent raman scattering imaging and advanced computational tools
topic News & Views
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10170129/
https://www.ncbi.nlm.nih.gov/pubmed/37160889
http://dx.doi.org/10.1038/s41377-023-01160-z
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