Fast Raman imaging through the combination of context-aware matrix completion and low spectral resolution-Reference-Cited by-同舟云学术

Fast Raman imaging through the combination of context-aware matrix completion and low spectral resolution

Published:2023 Issue:19 Volume:148 Page:4710-4720
ISSN:0003-2654
Container-title:The Analyst
language:en
Short-container-title:Analyst

Author:

Jiang Ziling¹,Wang Xianli¹,Chu Kaiqin²,Smith Zachary J.¹^ORCID

Affiliation:

1. University of Science and Technology of China, Department of Precision Machinery & Precision Instrumentation, Hefei, Anhui, China 230027

2. University of Science and Technology of China, Suzhou Institute for Advanced Research, Suzhou, Jiangsu, China 215123

Abstract

We speed up Raman imaging by: using a bright field image to skip sample background regions; using matrix completion to sub-sample without sacrificing resolution; using “low resolution Raman” to improve SNR without sacrificing chemical specificity.

Funder

Anhui Provincial Key Research and Development Plan

Publisher

Royal Society of Chemistry (RSC)

Subject

Electrochemistry,Spectroscopy,Environmental Chemistry,Biochemistry,Analytical Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2023/AN/D3AN00997A

Reference58 articles.

1. In Situ Spectral Monitoring of mRNA Translation in Embryonic Stem Cells during Differentiation in Vitro

2. Raman spectroscopy and regenerative medicine: a review

3. Diagnosing breast cancer using Raman spectroscopy: prospective analysis

4. Investigation of biochemical property changes in activation-induced CD 8 + T cell apoptosis using Raman spectroscopy

5. Deep convolutional neural networks for tongue squamous cell carcinoma classification using Raman spectroscopy

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