Unraveling surface-enhanced Raman spectroscopy results through chemometrics and machine learning: Principles, progress, and trends

DP Dos Santos, MM Sena, MR Almeida… - Analytical and …, 2023 - Springer
Surface-enhanced Raman spectroscopy (SERS) has gained increasing attention because it
provides rich chemical information and high sensitivity, being applicable in many scientific …

A critical review of emerging hydrophobic deep eutectic solvents' applications in food chemistry: Trends and opportunities

ID Boateng - Journal of Agricultural and Food Chemistry, 2022 - ACS Publications
Due to their low cost, biodegradability, and ease of preparation, deep eutectic solvents
(DESs) are considered promising green alternatives to conventional solvents, as exploiting …

SERS-activated platforms for chemical contaminants in food: Probes, encoding methods, and detection

H Li, SA Haruna, W Sheng, Q Bei, W Ahmad… - TrAC Trends in …, 2023 - Elsevier
Surface-enhanced Raman scattering (SERS) has been proven to be an extremely efficient,
reliable, and influential technique to monitor or determine various pollutants in food. It has …

Machine learning-assisted pesticide detection on a flexible surface-enhanced Raman scattering substrate prepared by silver nanoparticles

F Sahin, N Celik, A Camdal, M Sakir… - ACS Applied Nano …, 2022 - ACS Publications
Access to clean water is a pressing challenge affecting millions of lives and the aquatic body
of the Earth. Sensitive detection of pollutants such as pesticides is particularly important to …

Multiresponsive luminescent metal–organic framework for cooking oil adulteration detection and gallium (III) sensing

DI Pavlov, X Yu, AA Ryadun, DG Samsonenko… - Food Chemistry, 2024 - Elsevier
A new 3D metal–organic framework {[Cd 16 (tr 2 btd) 10 (dcdps) 16 (H 2 O) 3 (EtOH)]∙
15DMF} n (MOF 1, tr 2 btd= 4, 7-di (1, 2, 4-triazol-1-yl) benzo-2, 1, 3-thiadiazole, H 2 dcdps …

Au nanogap SERS substrate for the carbaryl pesticide determination in juice and milk using chemomterics

R Joshi, S Adhikari, JP Son, Y Jang, D Lee… - Spectrochimica Acta Part …, 2023 - Elsevier
Conventional spectroscopic methods like IR, and Raman are not very effective at detecting
low levels of pesticides or harmful chemicals in food matrices. A quick, highly accurate …

SERS-based sensor coupled with multivariate models for rapid detection of palm oil adulteration with Sudan II and IV dyes

SYSS Adade, H Lin, SA Haruna, AO Barimah… - Journal of Food …, 2022 - Elsevier
Recent reports of adulteration using Sudan dyes have raised consumer and regulatory
concerns regarding the safety of edible crude palm oil (CPO). This research developed a …

Quantitative SERS detection of aflatoxin B1 in edible crude palm oil using QuEChERS combined with chemometrics

SYSS Adade, H Lin, SA Haruna, NAN Johnson… - Journal of Food …, 2024 - Elsevier
Abstract Aflatoxin B1 (AFB1) is a potent carcinogen whose presence in food threatens
consumers. This study aimed to develop a rapid method for the quantitative detection of …

Quantitative assessment of phytochemicals in chickpea beverages using NIR spectroscopy

NAN Johnson, SYSS Adade, SA Haruna… - … Acta Part A: Molecular …, 2024 - Elsevier
The prospects of near-infrared (NIR) spectroscopy combined with effective variable selection
algorithms for quantifying phytochemical compounds in chickpea beverages were …

A fast and nondestructive method for identifying liquor from outside the bottle

W Hasi, G Fang, Z Chen, X Sha, S Han - Journal of Food Composition and …, 2023 - Elsevier
The development of rapid and nondestructive techniques to protect the quality and safety of
liquor is essential for public health. Due to its fingerprint spectroscopy, fast acquisition and …