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 …

Surface-functionalized gold and silver nanoparticles for colorimetric and fluorescent sensing of metal ions and biomolecules

S Chatterjee, XY Lou, F Liang, YW Yang - Coordination Chemistry Reviews, 2022 - Elsevier
Surface-functionalized gold and silver nanoparticles, AuNPs and AgNPs for short, prepared
via the modification of organic chelating motifs by covalent or non-covalent bonds, represent …

Colorimetric sensor array based on gold nanoparticles: Design principles and recent advances

J Sun, Y Lu, L He, J Pang, F Yang, Y Liu - TrAC Trends in Analytical …, 2020 - Elsevier
A sensor array based on the pattern recognition strategy is good at distinguishing subtle
changes of extremely similar mixtures over a wide range of analyte types. Particularly …

A review of gold and silver nanoparticle‐based colorimetric sensing assays

M Sabela, S Balme, M Bechelany… - Advanced …, 2017 - Wiley Online Library
The nanoparticle colorimetric‐based methods have been extensively used for rapid
detection, however there are few limitations which can be kept under control or avoided by …

Chemical sensing with Au and Ag nanoparticles

V Montes-García, MA Squillaci… - Chemical Society …, 2021 - pubs.rsc.org
Noble metal nanoparticles (NPs) are ideal scaffolds for the fabrication of sensing devices
because of their high surface-to-volume ratio combined with their unique optical and …

Nanoparticle-based optical sensor arrays

A Bigdeli, F Ghasemi, H Golmohammadi… - Nanoscale, 2017 - pubs.rsc.org
As in many other methods that have integrated nanoparticles (NPs), the chemical
nose/tongue strategy has also progressed greatly since the entrance of NPs into this field …

Ultrasensitive physical, Bio, and chemical sensors derived from 1‐, 2‐, and 3‐D nanocellulosic materials

L Dai, Y Wang, X Zou, Z Chen, H Liu, Y Ni - Small, 2020 - Wiley Online Library
Sensors are of increasing interest since they can be applied to daily life in different areas
from various industrial sectors. As a natural nanomaterial, nanocellulose plays a vital role in …

[HTML][HTML] Point-of-use rapid detection of SARS-CoV-2: nanotechnology-enabled solutions for the COVID-19 pandemic

N Rabiee, M Bagherzadeh, A Ghasemi, H Zare… - International journal of …, 2020 - mdpi.com
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) caused the COVID-19
pandemic that has been spreading around the world since December 2019. More than 10 …

[HTML][HTML] Two-dimensional material-based colorimetric biosensors: A review

D Zhu, B Liu, G Wei - Biosensors, 2021 - mdpi.com
Two-dimensional (2D) materials such as graphene, graphene oxide, transition metal oxide,
MXene and others have shown high potential for the design and fabrication of various …

Gold-nanoparticle-based colorimetric sensor array for discrimination of organophosphate pesticides

N Fahimi-Kashani, MR Hormozi-Nezhad - Analytical chemistry, 2016 - ACS Publications
There is a growing interest in develo** high-performance sensors monitoring
organophosphate pesticides, primarily due to their broad usage and harmful effects on …