ArticleJournal of advanced research2026
Integrated deep eutectic system enrichment and AI-assisted high-throughput visual detection for Hg
Article in Journal of advanced research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
3 citing papers in PubMed.
- Hydrophobic Eutectogels Reinforced by ZnNano-micro letters · 2026Article
- Ultrasensitive, Selectivity Detection of Mercury Ion Using a Novel Localized Surface Plasmon Resonance Biosensor.Sensors (Basel, Switzerland) · 2026Article
- Advances in research on novel technologies for the detection of exogenous contaminants in traditional Chinese medicine.Frontiers in pharmacology · 2025Review
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionMercury ion (Hg
objectivesThis study aims to develop a portable, cost-effective, and environmentally friendly colorimetric sensing platform based on a silver nanoparticles hydrophobic deep eutectic system (AgNPs-HDES) for Hg
methodsAgNPs-HDES was synthesized using silver nanoparticle-containing ethylene glycol (AgNPs-EG) as the hydrogen bond donor. Electrostatic potential maps (ESP) and density functional theory (DFT) were employed to elucidate its synthesis and enrichment mechanisms. Smartphone-based image acquisition combined with YOLOv8-based AI software enabled high-throughput colorimetric analysis for Hg
resultsA progressive color change from brownish-yellow to colorless was observed with increasing Hg
conclusionThe established platform enables portable, rapid, and highly accurate Hg
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Registered trials
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