SERS-based microdevices for use as in vitro diagnostic biosensors

S Lee, H Dang, JI Moon, K Kim, Y Joung… - Chemical Society …, 2024 - pubs.rsc.org
Advances in surface-enhanced Raman scattering (SERS) detection have helped to
overcome the limitations of traditional in vitro diagnostic methods, such as fluorescence and …

Empowerment of AI algorithms in biochemical sensors

Z Zhou, T Xu, X Zhang - TrAC Trends in Analytical Chemistry, 2024 - Elsevier
Biochemical sensors have become indispensable tools for real-time, on-site monitoring and
analysis in diverse domains such as healthcare, environmental protection, and food safety …

Smartphone-assisted colorimetric sensor arrays based on nanozymes for high throughput identification of heavy metal ions in salmon

S Wu, MA Khan, T Huang, X Liu, R Kang… - Journal of Hazardous …, 2024 - Elsevier
The rapid, precise, and high-throughput identification of multiple heavy metals ions holds
immense importance in ensuring food safety and promoting public health. This study …

Machine learning-assisted fluorescence sensor array for qualitative and quantitative analysis of pyrethroid pesticides

M Li, Q Pan, J Wang, Z Wang, C Peng - Food chemistry, 2024 - Elsevier
The simultaneous detection of multiple residues of pyrethroid pesticides (PPs) on
vegetables and fruits is still challenging using traditional nanosensing methods due to the …

Machine learning supported single-stranded DNA sensor array for multiple foodborne pathogenic and spoilage bacteria identification in milk

Y Wang, Y Feng, Z **ao, Y Luo - Food Chemistry, 2025 - Elsevier
Ensuring food safety through rapid and accurate detection of pathogenic bacteria in food
products is a critical challenge in the food supply chain. In this study, a non-specific optical …

Inspired by human olfactory system: Deep-learning-assisted portable chemo-responsive dye-based odor sensor array for the rapid sensing of shrimp and fish …

C Jiang, AJX Guo, Y Li, Y Wang, J Sun, Z Chen… - Chemical Engineering …, 2024 - Elsevier
Colorimetric sensor arrays (CSAs) can detect the volatile organic compounds (VOCs)
produced during food storage, enabling odor visualization for freshness monitoring. Herein …

Advances in Machine Learning Processing of Big Data from Disease Diagnosis Sensors

S Lu, J Yang, Y Gu, D He, H Wu, W Sun, D Xu, C Li… - ACS …, 2024 - ACS Publications
Exploring accurate, noninvasive, and inexpensive disease diagnostic sensors is a critical
task in the fields of chemistry, biology, and medicine. The complexity of biological systems …

Intelligent vegetable freshness monitoring system developed by integrating eco-friendly fluorescent sensor arrays with deep convolutional neural networks

D Wang, M Zhang, Q Zhu, B Adhikari - Chemical Engineering Journal, 2024 - Elsevier
Given the perishable and seasonal nature of vegetables, monitoring their freshness is
essential to ensure food safety and reduce waste. Currently, there are limited packaging …

[HTML][HTML] Nanosensor-enabled detection and identification of intracellular bacterial infections in macrophages

AN Chattopadhyay, M Jiang, JMV Makabenta, J Park… - Biosensors, 2024 - mdpi.com
Opportunistic bacterial pathogens can evade the immune response by residing and
reproducing within host immune cells, including macrophages. These intracellular infections …

Elevating nanomaterial optical sensor arrays through the integration of advanced machine learning techniques for enhancing visual inspection of food quality and …

Y Lin, JH Cheng, J Ma, C Zhou… - Critical Reviews in Food …, 2024 - Taylor & Francis
Food quality and safety problems caused by inefficient control in the food chain have
significant implications for human health, social stability, and economic progress and optical …