Machine learning-assisted surface-enhanced Raman spectroscopy detection for environmental applications: a review

S Srivastava, W Wang, W Zhou, M **… - … Science & Technology, 2024 - ACS Publications
Surface-enhanced Raman spectroscopy (SERS) has gained significant attention for its
ability to detect environmental contaminants with high sensitivity and specificity. The cost …

Controllable nanopore SERS platform for single-molecule level biosensing

Y Liang, M Sun, C Wang, H Zhou, Y Zhang… - Coordination Chemistry …, 2025 - Elsevier
Surface-enhanced Raman spectroscopy (SERS) is a significant analytical technique based
on the interaction between light, nanostructures, and molecules. Its enhancement efficiency …

Flexible 3D Plasmonic Web Enables Remote Surface Enhanced Raman Spectroscopy

E Rodríguez‐Sevilla, JU Álvarez‐Martínez… - Advanced …, 2024 - Wiley Online Library
Nanoplasmonic materials concentrate light in specific regions of dramatic electromagnetic
enhancement: hot spots. Such regions can be employed to perform single molecule …

[HTML][HTML] Rapid discrimination and ratio quantification of mixed antibiotics in aqueous solution through integrative analysis of SERS spectra via CNN combined with NN …

Q Yuan, LF Yao, JW Tang, ZW Ma, JY Mou… - Journal of Advanced …, 2024 - Elsevier
Introduction Abusing antibiotic residues in the natural environment has become a severe
public health and ecological environmental problem. The side effects of its biochemical and …

based nucleic acid biosensors

E Eksin, A Yildirim, A Bozoglu, E Zor… - TrAC Trends in Analytical …, 2024 - Elsevier
The need for affordable point-of-care diagnostic devices that can detect and track nucleic
acids is growing. Traditional laboratory tests are expensive and involve time-consuming …

Photonic Solutions for Challenges in Sensing

G Ramírez-García, L Wang, AK Yetisen… - ACS …, 2024 - ACS Publications
Sensing technologies support timely and critical decisions to save precious resources in
healthcare, veterinary care, food safety, and environmental protection. However, the design …

Challenges and Prospects of Personalized Healthcare Based on Surface-Enhanced Raman Spectroscopy

G Li, X Fan, X Tang, X Zhao, Q Hao, J Li, T Qiu - Research, 2024 - spj.science.org
Personalized healthcare monitoring is a transformative tool for preventing potential risks and
enhancing health status, particularly through molecular-level insights. Advances in …

AI-Assisted Real-Time Immunoassay Improves Clinical Sensitivity and Specificity

DL Mancera-Zapata, C Rodríguez-Nava… - Analytical …, 2024 - ACS Publications
Real-time biosensing systems can interrogate the association between the analyte and the
biorecognition element across time. Typically, the resulting data are preprocessed to offer …

[HTML][HTML] Advances in Surface-Enhanced Raman Spectroscopy for Urinary Metabolite Analysis: Exploiting Noble Metal Nanohybrids

N Zhao, P Shi, Z Wang, Z Sun, K Sun, C Ye, L Fu… - …, 2024 - pmc.ncbi.nlm.nih.gov
This review examines recent advances in surface-enhanced Raman spectroscopy (SERS)
for urinary metabolite analysis, focusing on the development and application of noble metal …

[HTML][HTML] Artificial intelligence probabilities scheme for disease prevention data set construction in intelligent smart healthcare scenario

B RaviKrishna, ME Seno, M Raparthi, RR Yellu… - SLAS technology, 2024 - Elsevier
In the face of an aging population, smart healthcare services are now within reach, thanks to
the proliferation of high-speed internet and other forms of digital technology. Data problems …