Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling

S Guo, J Popp, T Bocklitz - Nature protocols, 2021 - nature.com
Raman spectroscopy is increasingly being used in biology, forensics, diagnostics,
pharmaceutics and food science applications. This growth is triggered not only by …

Surface-enhanced Raman spectroscopy for bioanalysis and diagnosis

MA Tahir, NE Dina, H Cheng, VK Valev, L Zhang - Nanoscale, 2021 - pubs.rsc.org
In recent years, bioanalytical surface-enhanced Raman spectroscopy (SERS) has
blossomed into a fast-growing research area. Owing to its high sensitivity and outstanding …

The vertical distribution and biological transport of marine microplastics across the epipelagic and mesopelagic water column

CA Choy, BH Robison, TO Gagne, B Erwin, E Firl… - Scientific reports, 2019 - nature.com
Plastic waste has been documented in nearly all types of marine environments and has
been found in species spanning all levels of marine food webs. Within these marine …

Using Raman spectroscopy to characterize biological materials

HJ Butler, L Ashton, B Bird, G Cinque, K Curtis… - Nature protocols, 2016 - nature.com
Raman spectroscopy can be used to measure the chemical composition of a sample, which
can in turn be used to extract biological information. Many materials have characteristic …

[PDF][PDF] Review of multidimensional data processing approaches for Raman and infrared spectroscopy

R Gautam, S Vanga, F Ariese, S Umapathy - EPJ Techniques and …, 2015 - Springer
Raman and Infrared (IR) spectroscopies provide information about the structure, functional
groups and environment of the molecules in the sample. In combination with a microscope …

[HTML][HTML] A critical review of recent trends in sample classification using Laser-Induced Breakdown Spectroscopy (LIBS)

L Brunnbauer, Z Gajarska, H Lohninger… - TrAC Trends in Analytical …, 2023 - Elsevier
LIBS-based classification has experienced an ever-increasing interest in the last few years.
LIBS is a well-suited technique for classification tasks based on elemental fingerprinting …

Label‐Free Identification of Exosomes using Raman Spectroscopy and Machine Learning

U Parlatan, MO Ozen, I Kecoglu, B Koyuncu, H Torun… - Small, 2023 - Wiley Online Library
Exosomes, nano‐sized extracellular vesicles (EVs) secreted from cells, carry various cargo
molecules reflecting their cells of origin. As EV content, structure, and size are highly …

Spectral pre-processing for biomedical vibrational spectroscopy and microspectroscopic imaging

P Lasch - Chemometrics and Intelligent Laboratory Systems, 2012 - Elsevier
Recent years have seen substantial progress toward the application of infrared (IR) and
Raman spectroscopy as useful analytical tools in biomedical research. Vibrational …

Extraction of spectral information from hyperspectral data and application of hyperspectral imaging for food and agricultural products

L Ravikanth, DS Jayas, NDG White, PG Fields… - Food and bioprocess …, 2017 - Springer
Hyperspectral imaging is built with the aggregation of imaging, spectroscopy and
radiometric techniques. This technique observes the sample behaviour when it is exposed …

Critical review and advices on spectral-based normalization methods for LIBS quantitative analysis

J Guezenoc, A Gallet-Budynek, B Bousquet - Spectrochimica Acta Part B …, 2019 - Elsevier
As it is the case for any spectroscopic technique, laser-induced breakdown spectroscopy
(LIBS) is strongly influenced by the signal fluctuations, and the LIBS spectra need to be …