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Recent progresses in machine learning assisted Raman spectroscopy
With the development of Raman spectroscopy and the expansion of its application domains,
conventional methods for spectral data analysis have manifested many limitations. Exploring …
conventional methods for spectral data analysis have manifested many limitations. Exploring …
Spectroscopic food adulteration detection using machine learning: Current challenges and future prospects
Background Food adulteration has emerged as a significant challenge in the food industry,
impacting consumer health and trust in the market. Utilizing machine learning especially …
impacting consumer health and trust in the market. Utilizing machine learning especially …
AI in analytical chemistry: Advancements, challenges, and future directions
RC Rial - Talanta, 2024 - Elsevier
This article explores the influence and applications of Artificial Intelligence (AI) in analytical
chemistry, highlighting its potential to revolutionize the analysis of complex data sets and the …
chemistry, highlighting its potential to revolutionize the analysis of complex data sets and the …
Recent advances in nano/microfabricated substrate platforms and artificial intelligence for practical surface-enhanced Raman scattering-based bioanalysis
Surface-enhanced Raman scattering (SERS) can be a valuable analytical tool for
bioanalysis. However, SERS is a complex optical phenomenon resulting from light-matter …
bioanalysis. However, SERS is a complex optical phenomenon resulting from light-matter …
[HTML][HTML] Artifacts and Anomalies in Raman Spectroscopy: A Review on Origins and Correction Procedures
Raman spectroscopy, renowned for its unique ability to provide a molecular fingerprint, is an
invaluable tool in industry and academic research. However, various constraints often …
invaluable tool in industry and academic research. However, various constraints often …
Exploring the various aspects of Surface enhanced Raman spectroscopy (SERS) with focus on the recent progress: SERS-active substrate, SERS-instrumentation …
Surface-enhanced Raman scattering (SERS), a variant of Raman spectroscopy, is a
powerful analytical technique that uses plasmonics to obtain detailed chemical information …
powerful analytical technique that uses plasmonics to obtain detailed chemical information …
Visualization of a machine learning framework toward highly sensitive qualitative analysis by SERS
S Luo, W Wang, Z Zhou, Y **e, B Ren, G Liu… - Analytical …, 2022 - ACS Publications
Surface-enhanced Raman spectroscopy (SERS), providing near-single-molecule-level
fingerprint information, is a powerful tool for the trace analysis of a target in a complicated …
fingerprint information, is a powerful tool for the trace analysis of a target in a complicated …
Commentary on the review articles of spectroscopy technology combined with chemometrics in the last three years
H Xuesong, C Pu, L **gyan, X Yupeng… - Applied Spectroscopy …, 2024 - Taylor & Francis
In recent years, spectral analysis methods have developed rapidly. A key feature is the use
of chemometric methods to process spectral data for performing qualitative and quantitative …
of chemometric methods to process spectral data for performing qualitative and quantitative …
[HTML][HTML] Machine learning-assisted raman spectroscopy and SERS for bacterial pathogen detection: clinical, food safety, and environmental applications
Detecting pathogenic bacteria and their phenotypes including microbial resistance is crucial
for preventing infection, ensuring food safety, and promoting environmental protection …
for preventing infection, ensuring food safety, and promoting environmental protection …
A conceptual overview of surface-enhanced Raman scattering (SERS)
M Magdy - Plasmonics, 2023 - Springer
This review briefly delves into the fundamental considerations of surface-enhanced Raman
scattering (SERS). This technique combines Raman spectroscopy and nanotechnology with …
scattering (SERS). This technique combines Raman spectroscopy and nanotechnology with …