[HTML][HTML] Recent advances in surface enhanced Raman spectroscopy for bacterial pathogen identifications

M Usman, JW Tang, F Li, JX Lai, QH Liu, W Liu… - Journal of Advanced …, 2023 - Elsevier
Background The rapid and reliable detection of pathogenic bacteria at an early stage is a
highly significant research field for public health. However, most traditional approaches for …

Antibiotic resistance diagnosis in ESKAPE pathogens—a review on proteomic perspective

S Kalpana, WY Lin, YC Wang, Y Fu, A Lakshmi… - Diagnostics, 2023 - mdpi.com
Antibiotic resistance has emerged as an imminent pandemic. Rapid diagnostic assays
distinguish bacterial infections from other diseases and aid antimicrobial stewardship …

Distance-Regulated Photoelectrochemical Sensor “Signal-On” and “Signal-Off” Transitions for the Multiplexed Detection of Viruses Exposed in the Aquatic …

X Li, Y Li, Y Wang, P Liang, G Lai - Analytical Chemistry, 2023 - ACS Publications
Photochemical (PEC) sensors were severely limited for multiplex detection applications due
to the cross interference between multiplex signals at the single recognition interface. In this …

Toward smart diagnostics via artificial intelligence-assisted surface-enhanced Raman spectroscopy

A Horta-Velázquez, F Arce, E Rodríguez-Sevilla… - TrAC Trends in …, 2023 - Elsevier
Molecular information contained in bodily fluids (ex. Blood, urine, saliva, or tears) can be
minutely obtained through label-free surface-enhanced Raman spectroscopy (SERS) …

[HTML][HTML] Machine learning-assisted raman spectroscopy and SERS for bacterial pathogen detection: Clinical, food safety, and environmental applications

MHU Rahman, R Sikder, M Tripathi, M Zahan, T Ye… - Chemosensors, 2024 - mdpi.com
Detecting pathogenic bacteria and their phenotypes including microbial resistance is crucial
for preventing infection, ensuring food safety, and promoting environmental protection …

Breakthrough Solution for Antimicrobial Resistance Detection: Surface‐Enhanced Raman Spectroscopy‐based on Artificial Intelligence

Z Al‐Shaebi, M Akdeniz, AO Ahmed… - Advanced Materials …, 2023 - Wiley Online Library
Antimicrobial resistance (AMR) is a global crisis, responsible for≈ 700 000 annual deaths,
as reported by the World Health Organization. To counteract this growing threat to public …

[HTML][HTML] Real-time monitoring of single dendritic cell maturation using deep learning-assisted surface-enhanced Raman spectroscopy

C Zhang, M Wang, H Wu, H Gao, P Wu, L Guo… - …, 2024 - pmc.ncbi.nlm.nih.gov
Background: Dynamic real-time detection of dendritic cell (DC) maturation is pivotal for
accurately predicting immune system activation, assessing vaccine efficacy, and …

Enhanced Quasi-Meshing Hotspot Effect Integrated Embedded Attention Residual Network for Culture-Free SERS Accurate Determination of Fusarium Spores

Y Wu, P Li, T Xie, R Yang, R Zhu, Y Liu, S Zhang… - Biosensors and …, 2024 - Elsevier
Determination of Fusarium spores is essential for precision control of Fusarium head blight
and ensuring agri-food safety. As a highly sensitive real-time detection technique with rich …

Raman Spectral Feature Enhancement Framework for Complex Multiclassification Tasks

J Hu, C Xue, KX Chi, J Wei, Z Su, Q Chen… - Analytical …, 2024 - ACS Publications
Raman spectroscopy enables label-free clinical diagnosis in a single step. However,
identifying an individual carrying a specific disease from people with a multi-disease …

Combined Mutual Learning Net for Raman Spectral Microbial Strain Identification

J Chen, J Hu, C Xue, Q Zhang, J Li, Z Wang… - Analytical …, 2024 - ACS Publications
Infectious diseases pose a significant threat to global health, yet traditional microbiological
identification methods suffer from drawbacks, such as high costs and long processing times …