[HTML][HTML] New data preprocessing trends based on ensemble of multiple preprocessing techniques

P Mishra, A Biancolillo, JM Roger, F Marini… - TrAC Trends in …, 2020 - Elsevier
Data generated by analytical instruments, such as spectrometers, may contain unwanted
variation due to measurement mode, sample state and other external physical, chemical and …

[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 …

Critical review of processing and classification techniques for images and spectra in microplastic research

W Cowger, A Gray, SH Christiansen… - Applied …, 2020 - journals.sagepub.com
Microplastic research is a rapidly develo** field, with urgent needs for high throughput
and automated analysis techniques. We conducted a review covering image analysis from …

Clinical instrumentation and applications of Raman spectroscopy

I Pence, A Mahadevan-Jansen - Chemical Society Reviews, 2016 - pubs.rsc.org
Clinical diagnostic devices provide new sources of information that give insight about the
state of health which can then be used to manage patient care. These tools can be as simple …

SERS microscopy as a tool for comprehensive biochemical characterization in complex samples

J Kneipp, S Seifert, F Gärber - Chemical Society Reviews, 2024 - pubs.rsc.org
Surface enhanced Raman scattering (SERS) spectra of biomaterials such as cells or tissues
can be used to obtain biochemical information from nanoscopic volumes in these …

Review of fluorescence suppression techniques in Raman spectroscopy

D Wei, S Chen, Q Liu - Applied Spectroscopy Reviews, 2015 - Taylor & Francis
Raman spectroscopy is an important and powerful technique for analyzing the chemical
composition of biological or nonbiological samples in many fields. A serious challenge …

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 …

Surface-enhanced hyper-Raman spectra of adenine, guanine, cytosine, thymine, and uracil

F Madzharova, Z Heiner, M Gühlke… - The Journal of Physical …, 2016 - ACS Publications
Using picosecond excitation at 1064 nm, surface-enhanced hyper-Raman scattering
(SEHRS) spectra of the nucleobases adenine, guanine, cytosine, thymine, and uracil with …

Au-Ag OHCs-based SERS sensor coupled with deep learning CNN algorithm to quantify thiram and pymetrozine in tea

H Li, X Luo, SA Haruna, M Zareef, Q Chen, Z Ding… - Food Chemistry, 2023 - Elsevier
Pesticide residue detection in food has become increasingly important. Herein, surface-
enhanced Raman scattering (SERS) coupled with an intelligent algorithm was developed for …

Advanced application of Raman spectroscopy and surface-enhanced Raman spectroscopy in plant disease diagnostics: a review

S Weng, X Hu, J Wang, L Tang, P Li… - Journal of Agricultural …, 2021 - ACS Publications
Plant diseases result in 20–40% of agricultural loss every year worldwide. Timely detection
of plant diseases can effectively prevent the development and spread of diseases and …