Advancing biosensors with machine learning

F Cui, Y Yue, Y Zhang, Z Zhang, HS Zhou - ACS sensors, 2020 - ACS Publications
Chemometrics play a critical role in biosensors-based detection, analysis, and diagnosis.
Nowadays, as a branch of artificial intelligence (AI), machine learning (ML) have achieved …

Recent advances in enzyme immobilization based on novel porous framework materials and its applications in biosensing

Y Feng, Y Xu, S Liu, D Wu, Z Su, G Chen, J Liu… - Coordination Chemistry …, 2022 - Elsevier
Enzyme immobilization in nano-space to maintain or even enhance their activity and stability
is generally challenging. In recent years, metal–organic frameworks (MOFs), covalent …

Direct and specific detection of glyphosate using a phosphatase-like nanozyme-mediated chemiluminescence strategy

J Chang, L Yu, T Hou, R Hu, F Li - Analytical chemistry, 2023 - ACS Publications
Most organophosphorus pesticide (OP) sensors reported in the literature rely on the
inhibition effect of OPs on the activity of acetylcholinesterase (AChE), which suffer from the …

Ratiometric fluorescent signals-driven smartphone-based portable sensors for onsite visual detection of food contaminants

Y Shen, Y Wei, C Zhu, J Cao, DM Han - Coordination Chemistry Reviews, 2022 - Elsevier
Abstract Development of efficient and portable biosensor to achieve the accurate onsite
detection of food contaminants is of very great significance for safeguarding food safety and …

Ultrathin C3N4 nanosheets-based oxidase-like 2D fluorescence nanozyme for dual-mode detection of organophosphorus pesticides

Y Shen, X Gao, H Chen, Y Wei, H Yang, Y Gu - Journal of Hazardous …, 2023 - Elsevier
Engineering efficient dual-mode portable sensor with built-in cross reference correction is of
great significance for onsite reliable and precise detection of organophosphorus pesticides …

Specific detection of fungicide thiophanate-methyl: A smartphone colorimetric sensor based on target-regulated oxidase-like activity of copper-doped carbon …

M Zhang, Y Wang, N Li, D Zhu, F Li - Biosensors and Bioelectronics, 2023 - Elsevier
Nanozyme-based colorimetric assays have shown great potential in the rapid and sensitive
determination of pesticide residue in environment. However, the non-specific enzyme …

Bacteria detection: from powerful SERS to its advanced compatible techniques

X Zhou, Z Hu, D Yang, S Xie, Z Jiang… - Advanced …, 2020 - Wiley Online Library
The rapid, highly sensitive, and accurate detection of bacteria is the focus of various fields,
especially food safety and public health. Surface‐enhanced Raman spectroscopy (SERS) …

Nanozymes in point-of-care diagnosis: an emerging futuristic approach for biosensing

B Das, JL Franco, N Logan, P Balasubramanian… - Nano-micro letters, 2021 - Springer
Nanomaterial-based artificial enzymes (or nanozymes) have attracted great attention in the
past few years owing to their capability not only to mimic functionality but also to overcome …

Atomic engineering of single-atom nanozymes for enzyme-like catalysis

W Wu, L Huang, E Wang, S Dong - Chemical science, 2020 - pubs.rsc.org
Enzyme mimics, especially nanozymes, play a crucial role in replacing natural enzymes for
diverse applications related to bioanalysis, therapeutics and other enzyme-like catalysis …

Nano-from nature to nurture: A comprehensive review on facets, trends, perspectives and sustainability of nanotechnology in the food sector

K Pushparaj, WC Liu, A Meyyazhagan, A Orlacchio… - Energy, 2022 - Elsevier
Nanotechnology has underpinned vital progress in current research and has immensely
promoted the food production chain. This review projected the critical intervention of nano …