Advancing biosensors with machine learning

F Cui, Y Yue, Y Zhang, Z Zhang, HS Zhou - ACS sensors, 2020 - ACS Publications
Chemometrics play a critical role in biosensors-based detection, analysis, and diagnosis.
Nowadays, as a branch of artificial intelligence (AI), machine learning (ML) have achieved …

Surface-enhanced Raman spectroscopy: benefits, trade-offs and future developments

AI Pérez-Jiménez, D Lyu, Z Lu, G Liu, B Ren - Chemical science, 2020 - pubs.rsc.org
Surface-enhanced Raman spectroscopy (SERS) is a vibrational spectroscopy technique
with sensitivity down to the single molecule level that provides fine molecular fingerprints …

A review on surface-enhanced Raman scattering

R Pilot, R Signorini, C Durante, L Orian, M Bhamidipati… - Biosensors, 2019 - mdpi.com
Surface-enhanced Raman scattering (SERS) has become a powerful tool in chemical,
material and life sciences, owing to its intrinsic features (ie, fingerprint recognition …

Towards reliable and quantitative surface‐enhanced Raman scattering (SERS): from key parameters to good analytical practice

SEJ Bell, G Charron, E Cortés, J Kneipp… - Angewandte Chemie …, 2020 - Wiley Online Library
Experimental results obtained in different laboratories world‐wide by researchers using
surface‐enhanced Raman scattering (SERS) can differ significantly. We, an international …

Present and future of surface-enhanced Raman scattering

J Langer, D Jimenez de Aberasturi, J Aizpurua… - ACS …, 2019 - ACS Publications
The discovery of the enhancement of Raman scattering by molecules adsorbed on
nanostructured metal surfaces is a landmark in the history of spectroscopic and analytical …

[HTML][HTML] Biosensor nanoengineering: Design, operation, and implementation for biomolecular analysis

B Purohit, PR Vernekar, NP Shetti, P Chandra - Sensors International, 2020 - Elsevier
Robust, reliable, and quantitative detection of biomarkers at ultra-low concentration is of
great importance in clinical settings. Biosensor, an analytical device used for sensitive and …

Toward quantitative surface-enhanced Raman scattering with plasmonic nanoparticles: Multiscale view on heterogeneities in particle morphology, surface …

J Son, GH Kim, Y Lee, C Lee, S Cha… - Journal of the American …, 2022 - ACS Publications
Surface-enhanced Raman scattering (SERS) provides significantly enhanced Raman
scattering signals from molecules adsorbed on plasmonic nanostructures, as well as the …

Prospects of surface-enhanced Raman spectroscopy for biomarker monitoring toward precision medicine

J Plou, PS Valera, I Garcia, CDL de Albuquerque… - ACS …, 2022 - ACS Publications
Future precision medicine will be undoubtedly sustained by the detection of validated
biomarkers that enable a precise classification of patients based on their predicted disease …

Microfluidics and surface-enhanced Raman spectroscopy, a win–win combination?

R Panneerselvam, H Sadat, EM Höhn, A Das… - Lab on a Chip, 2022 - pubs.rsc.org
With the continuous development in nanoscience and nanotechnology, analytical
techniques like surface-enhanced Raman spectroscopy (SERS) render structural and …

Mass spectrometry-based metabolomics of volatiles as a new tool for understanding aroma and flavour chemistry in processed food products

C Diez-Simon, R Mumm, RD Hall - Metabolomics, 2019 - Springer
Background When foods are processed or cooked, many chemical reactions occur involving
a wide range of metabolites including sugars, amino acids and lipids. These chemical …