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 …

[HTML][HTML] Recent advances of surface enhanced Raman spectroscopy (SERS) in optical biosensing

D Cialla-May, A Bonifacio, A Markin, N Markina… - TrAC Trends in …, 2024 - Elsevier
Surface-enhanced Raman spectroscopy (SERS) is a powerful biosensing technique that
combines molecular fingerprint specificity with high sensitivity, detecting trace amounts …

[HTML][HTML] Effects of catalytic infrared drying in combination with hot air drying and freeze drying on the drying characteristics and product quality of chives

C Gu, H Ma, JA Tuly, L Guo, X Zhang, D Liu, N Ouyang… - Lwt, 2022 - Elsevier
The effects of hot air drying (HAD), freeze drying (FD), and catalytic infrared drying in
combination with hot air drying (CIRD-HAD) and freeze drying (CIRD-FD) on the drying …

Flexible SERS sensor using AuNTs-assembled PDMS film coupled chemometric algorithms for rapid detection of chloramphenicol in food

H Li, W Geng, Z Zheng, SA Haruna, Q Chen - Food Chemistry, 2023 - Elsevier
The misuse of chloramphenicol (CAP) has led to the development of drug-resistant strains
that pose significant threats to public health. Here, we propose a universal flexible surface …

Bioconversion of agro-food industrial wastes into value-added peptides by a Bacillus sp. Mutant through solid-state fermentation

JA Tuly, HM Zabed, AS Nizami, MM Hassan… - Bioresource …, 2022 - Elsevier
Advances in microbial enzyme technology offer a significant opportunity for develo** low-
energy bioconversion solutions for industrial wastes as inexpensive feedstocks for useful …

Progress of machine learning-based biosensors for the monitoring of food safety: A review

MM Hassan, X Yi, J Sayada, M Zareef, M Shoaib… - Biosensors and …, 2024 - Elsevier
Rapid urbanization and growing food demand caused people to be concerned about food
safety. Biosensors have gained considerable attention for assessing food safety due to …

Application of surface-enhanced Raman spectroscopy using silver and gold nanoparticles for the detection of pesticides in fruit and fruit juice

SY Wang, XC Shi, GY Zhu, YJ Zhang, DY **… - Trends in Food Science …, 2021 - Elsevier
Background Pesticide residues are known to cause serious problems to human health.
Although the detection of pesticides in fruit and fruit juice has been traditionally attempted …

Determination of aflatoxin B1 (AFB1) in maize based on a portable Raman spectroscopy system and multivariate analysis

J Deng, H Jiang, Q Chen - Spectrochimica Acta Part A: Molecular and …, 2022 - Elsevier
Abstract Aflatoxin B 1 (AFB 1) is the most widely distributed, most toxic, and most harmful,
and it is widely present in moldy grains. This study proposes a new method for quantitative …

Label-free Au NRs-based SERS coupled with chemometrics for rapid quantitative detection of thiabendazole residues in citrus

H Pan, W Ahmad, T Jiao, A Zhu, Q Ouyang, Q Chen - Food Chemistry, 2022 - Elsevier
Citrus is a highly consumed fruit worldwide. However, the excessive use of thiabendazole
(TBZ) pesticides during citrus cultivation poses a health risk to people. Hence, a rapid and …

Rapid detection and prediction of chloramphenicol in food employing label-free HAu/Ag NFs-SERS sensor coupled multivariate calibration

MM Hassan, P He, Y Xu, M Zareef, H Li, Q Chen - Food Chemistry, 2022 - Elsevier
Considering growing food safety issues, hollow Au/Ag nano-flower (HAu/Ag NFs)
nanosensor has been synthesized for label-free and ultrasensitive detection of …