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References from Machine learning-assisted sensor array based on single trimetallic nanozyme with multienzyme-like activities for rapid and intelligent identification of multiple metal ions. Local targets link to admitted publications; unresolved targets remain external evidence.
Heavy metals, occurrence and toxicity for plants: a review
10.1007/s10311-010-0297-8 · 2010 · External reference
Industrial metal pollution in water and probabilistic assessment of human health risk
10.1016/j.jenvman.2016.10.023 · 2017 · External reference
Toxic and essential metals: metabolic interactions with the gut microbiota and health implications
10.3389/fnut.2024.1448388 · 2024 · External reference
Review: nutritional ecology of heavy metals
10.1017/s175173111700355x · 2018 · External reference
A new strategy for heavy metal polluted environments: a review of microbial biosorbents
10.3390/ijerph14010094 · 2017 · External reference
Review of analytical techniques for arsenic detection and determination in drinking water
10.1039/d2va00218c · 2022 · External reference
Heavy metals: toxicity and human health effects
10.1007/s00204-024-03903-2 · 2025 · External reference
Machine learning–based sensor array: full and reduced fluorescence data for versatile analyte detection based on gold nanocluster as a single probe
10.1007/s00216-022-04372-1 · 2022 · External reference
Differentiation of heavy metal ions by fluorescent quantum dot sensor array in complicated samples
10.1016/j.snb.2019.05.059 · 2019 · External reference
pH-modulated peroxidase-like PtNi nanowires-colorimetric “chemical nose” sensor array for detection and identification of thiophene compounds
10.1016/j.cej.2024.152685 · 2024 · External reference
Facile and selective recognition of sulfonylurea pesticides based on the multienzyme-like activities enhancement of nanozymes combining sensor array
10.1016/j.jhazmat.2024.133847 · 2024 · External reference
Colorimetric sensor array based on gold nanoparticles and amino acids for identification of toxic metal ions in water
10.1021/am5071283 · 2014 · External reference
One-step patterned fabrication of a colorimetric sensor array for heavy metal ions detection
10.1016/j.cej.2025.162525 · 2025 · External reference
Pt/Au-decorated Fe-N-C nanozyme sensor array for discrimination of tea polyphenol monomers
10.1016/j.foodchem.2026.148056 · 2026 · External reference
Novel nanozyme sensor array based on four different enzyme-like activities for the identification of multi-category pesticides
10.1016/j.jhazmat.2025.140978 · 2026 · External reference
Innovative dual-oxidase nanozyme sensor array for rapid detection of tetracyclines in animal-derived foods
2026 · External reference
Colorimetric sensor array for discrimination of heavy metal ions in aqueous solution based on three kinds of thiols as receptors
10.1021/acs.analchem.8b00076 · 2018 · External reference
Metal covalent organic frameworks-based multi-signal nanozymes sensor array with machine learning for the intelligent recognition of sulfur-containing metallic salts
10.1016/j.snb.2025.138426 · 2025 · External reference
A miniaturized organic photoelectrochemical transistor aptasensor based on nanorod arrays toward high-sensitive T-2 toxin detection in milk samples
10.1016/j.foodchem.2023.136285 · 2023 · External reference
In situ synthesis of 3D au@pt nanozyme Hydrogel SERS substrates for highly sensitive and quantitative sensing
10.1021/acssensors.5c02616 · 2025 · External reference
Pt@Tei nanozyme: an antibiotic-derived peroxidase mimic for sensitive smartphone-based glucose biosensing
10.1021/acsabm.5c01811 · 2025 · External reference
Block-Polymer-Restricted sub-nanometer Pt nanoclusters nanozyme-enhanced immunoassay for monitoring of Cardiac Troponin I
10.1021/acs.analchem.3c03249 · 2023 · External reference
Resin-Templated synthesis of platinum nanozymes with dual oxidase and peroxidase activity for dopamine detection
10.1021/acsanm.5c03316 · 2025 · External reference
Colorimetric detection of organophosphorus pesticides based on Nb2CTx MXene self-reducing PdPt nanozyme integrated with hydrogel and smartphone
10.1007/s11694-024-02873-4 · 2024 · External reference
Recent advances in metal–organic framework nanozyme (MOFzyme)-Based biosensors for detecting food contaminants
10.1021/acs.jafc.5c06078 · 2025 · External reference
A dual-mode fluorescence and colorimetric sensing platform for efficient detection of ofloxacin in aquatic products using iron alkoxide nanozyme
10.1016/j.foodchem.2024.138417 · 2024 · External reference
Cobalt single-atom nanozyme-enabled multimodal lateral flow immunoassay for On-Site ultrasensitive detection of tetracycline residues in agri-food products
10.1021/acs.jafc.5c03711 · 2025 · External reference
An enzymatic activity regulation-based clusterzyme sensor array for high-throughput identification of heavy metal ions
10.1016/j.jhazmat.2023.131501 · 2023 · External reference
Self-adaptive nanozymes with enhanced multi-enzyme activities for sequential multimodal therapy of drug-resistant bacteria-infected wounds
2026 · External reference
Smartphone-assisted nanozyme sensor array constructed based on reaction kinetics for the discrimination and identification of phenolic compounds
10.1016/j.aca.2023.342133 · 2024 · External reference
A peroxidase-like activity-based colorimetric sensor array of noble metal nanozymes to discriminate heavy metal ions
10.1039/d1an01895g · 2022 · External reference
AuPt alloy nanostructures with tunable composition and enzyme-like activities for colorimetric detection of bisulfide
2017 · External reference
2-Methylbenzimidazole-copper nanozyme with high laccase activity for colorimetric differentiation and detection of aminophenol isomers
10.1016/j.talanta.2024.126630 · 2024 · External reference
Atomically precise copper nanoclusters and their applications
10.1016/j.ccr.2018.01.001 · 2018 · External reference
Platinum-Copper bimetallic Colloid Nanoparticle Cluster nanozymes with multiple enzyme-like activities for scavenging reactive oxygen species
10.1021/acs.langmuir.1c00697 · 2021 · External reference
Deep learning assisted detection of toxic heavy metal ions based on visual fluorescence responses from a carbon nanoparticle array
10.1039/d2en00077f · 2022 · External reference
Detection of multiple metal ions in water with a fluorescence sensor based on carbon quantum dots assisted by stepwise prediction and machine learning
10.1007/s10311-022-01475-0 · 2022 · External reference
Machine learning-assisted colorimetric sensor array based on laccase-like nanozymes for identification of eleven halogenated phenolic pollutants over a wide concentration range
10.1016/j.microc.2025.116673 · 2026 · External reference
Enabling emergency response to arsenic contamination: simultaneous and rapid identification of arsenic speciation by a machine learning-driven fluorescent sensor array
10.1021/acs.est.5c08536 · 2025 · External reference
Machine learning assisted nanozyme sensor array for accurate identification and discrimination of flavonoids in healthy tea
10.1016/j.foodchem.2025.144612 · 2025 · External reference
A global meta-analysis of toxic metals in continental surface water bodies
10.1016/j.jece.2023.109964 · 2023 · External reference
A comprehensive survey and analysis of international drinking water regulations for inorganic chemicals with comparisons to the World Health Organization's drinking-water guidelines
10.1371/journal.pone.0287937 · 2023 · External reference
Polyvinylpyrrolidone (PVP) in nanoparticle synthesis
10.1039/c5dt02964c · 2015 · External reference
Facile fabrication of ultrafine copper nanoparticles in organic solvent
10.1007/s11671-009-9301-2 · 2009 · External reference
PVP-stabilized PtRu nanozymes with peroxidase-like activity and its application for colorimetric and fluorometric glucose detection
10.1016/j.colsurfb.2021.111783 · 2021 · External reference
The coexistence of highly dispersed Pt2+ and Pt0 co-catalysts on chemically oxidized g–C3N4 via metal-support interaction: the effect of reduction time on Pt species and hydrogen evolution of Pt/g-C3N4 photocatalysts
10.1016/j.jallcom.2024.176392 · 2024 · External reference
Photocatalytic reduction of CO2 on Pt2+-Pt0/TiO2 nanoparticles under UV/Vis light irradiation: a combination of Pt2+ doping and Pt nanoparticles deposition
10.1016/j.ijhydene.2015.06.075 · 2015 · External reference
Smartphone-assisted colorimetric sensor arrays based on nanozymes for high throughput identification of heavy metal ions in salmon
10.1016/j.jhazmat.2024.135887 · 2024 · External reference
Effect of polyvinylpyrrolidone molecular weight and concentration on its dual role in the synthesis, stability and antimicrobial activity of silver nanoparticles
10.1038/s41598-026-38124-3 · 2026 · External reference
Machine learning-assisted sensor array based on CeO2 nanozymes for intelligent recognition of multiple synthetic phenolic antioxidants
10.1016/j.aca.2026.345290 · 2026 · External reference
Single sensing element with multiple adsorption peaks assembled nanozyme sensor array for discrimination of multiple metal ions
10.1016/j.microc.2025.112786 · 2025 · External reference
Deep learning algorithms enabled visual detection of anthrax biomarkers by Mn3O4Nanozyme-Based colorimetric sensor array
10.1021/acs.analchem.5c03628 · 2026 · External reference
Laccase activity regulation of platinum-based nanozymes by support engineering strategy and application in heavy metal ions sensing
10.1016/j.microc.2025.113947 · 2025 · External reference
Ligand microenvironment-regulated nanozymes enabled machine learning-assisted sensor array for simultaneous identification of phenolic pollutants
10.1021/acssensors.5c01499 · 2025 · External reference
Standardized assays for determining the catalytic activity and kinetics of peroxidase-like nanozymes
10.1038/s41596-018-0001-1 · 2018 · External reference
Cerium-mediated photooxidation for tuning pH-dependent oxidase-like activity
10.1016/j.cej.2020.125471 · 2020 · External reference
Bacterial Nanocellulose/Copper as a robust laccase-mimicking bionanozyme for catalytic oxidation of phenolic pollutants
10.1021/acsomega.3c06847 · 2023 · External reference
Microenvironmental modulation breaks intrinsic pH limitations of nanozymes to boost their activities
10.1038/s41467-024-55163-4 · 2024 · External reference
Nanozyme scavenging ROS for prevention of pathologic α-synuclein transmission in Parkinson's disease
10.1016/j.nantod.2020.101027 · 2021 · External reference
Synthesis of ultra-stable copper nanoclusters and their potential application as a reversible thermometer
10.1039/c7dt02193c · 2017 · External reference
Ions removal by iron nanoparticles: a study on solid-water interface with zeta potential
10.1016/j.colsurfa.2013.12.031 · 2014 · External reference
Detection of mercury ions based on mercury-induced switching of enzyme-like activity of platinum/gold nanoparticles
10.1039/c2nr31716h · 2012 · External reference
Colorimetric assay for the simultaneous detection of Hg2+ and Ag+ based on inhibiting the peroxidase-like activity of core-shell Au@Pt nanoparticles
10.1039/c7ay01317e · 2017 · External reference
Logic control of enzyme-like gold nanoparticles for selective detection of lead and mercury ions
10.1021/ac4036789 · 2014 · External reference
The strong catalytic effect of Pb(II) on the oxygen reduction reaction on 5 nm gold nanoparticles
10.1039/c3cp55306j · 2014 · External reference
Catalytic gold nanoparticles for fluorescent detection of mercury(II) and lead(II) ions
10.1016/j.aca.2012.07.041 · 2012 · External reference
Aggregation-induced accelerating peroxidase-like activity of gold nanoclusters and their applications for colorimetric Pb2+ detection
10.1039/c7cc05409b · 2017 · External reference
Facile colorimetric detection of silver ions with picomolar sensitivity
10.1021/acs.analchem.6b05026 · 2017 · External reference
Target-triggered inhibiting oxidase-mimicking activity of platinum nanoparticles for ultrasensitive colorimetric detection of silver ion
10.1016/j.cclet.2019.05.032 · 2019 · External reference
Peroxidase-like Au@Pt nanozyme as an integrated nanosensor for Ag+ detection by LSPR spectroscopy
10.1016/j.talanta.2020.121627 · 2021 · External reference
Citrate-capped platinum nanoparticle as a smart probe for ultrasensitive mercury sensing
10.1021/ac503544w · 2014 · External reference
Colorimetric sensors constructed with one dimensional PtNi nanowire and Pt nanowire nanozymes for Hg2+ detection
10.1016/j.aca.2024.343039 · 2024 · External reference
pH dependent kinetic insights of electrocatalytic arsenite oxidation reactions at Pt surface
10.1016/j.electacta.2016.12.055 · 2017 · External reference
pH dependent electro-oxidation of arsenite on gold surface: relative kinetics and sensitivity
10.1016/j.heliyon.2023.e14192 · 2023 · External reference
Adsorption of arsenite on gold nanoparticles studied with DNA oligonucleotide probes
10.1021/acs.langmuir.9b01161 · 2019 · External reference
Construction of a bioinspired laccase-mimicking nanozyme for the degradation and detection of phenolic pollutants
10.1016/j.apcatb.2019.05.012 · 2019 · External reference
Multicopper laccase mimicking nanozymes with nucleotides as ligands
10.1021/acsami.6b15124 · 2017 · External reference
High dimensional data classification and feature selection using support vector machines
10.1016/j.ejor.2017.08.040 · 2018 · External reference
Classification of electronic nose data with support vector machines
10.1016/j.snb.2004.12.005 · 2005 · External reference
Machine-Learning-Assisted nanozyme-based sensor arrays: construction, empowerment, and applications
10.3390/bios15060344 · 2025 · External reference
