Artificial intelligence-assisted electrochemical sensors for qualitative and semi-quantitative multiplexed analyses†

IF 6.2 Q1 CHEMISTRY, MULTIDISCIPLINARY Digital discovery Pub Date : 2025-01-20 DOI:10.1039/D4DD00318G
Rocco Cancelliere, Mario Molinara, Antonio Licheri, Antonio Maffucci and Laura Micheli
{"title":"Artificial intelligence-assisted electrochemical sensors for qualitative and semi-quantitative multiplexed analyses†","authors":"Rocco Cancelliere, Mario Molinara, Antonio Licheri, Antonio Maffucci and Laura Micheli","doi":"10.1039/D4DD00318G","DOIUrl":null,"url":null,"abstract":"<p >This research utilises Artificial Intelligence (AI) to enhance electrochemical peak resolution and lower detection limits in voltammetric analysis, focusing on complex, multiplex real matrices analyses. The study investigated the quinone family, hydroquinone, benzoquinone, and catechol analysed individually and in mixtures using cyclic and square wave voltammetry. The ferrocyanide/ferricyanide redox couple was included as a standard redox probe to provide a reference for method validation.</p>","PeriodicalId":72816,"journal":{"name":"Digital discovery","volume":" 2","pages":" 338-342"},"PeriodicalIF":6.2000,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2025/dd/d4dd00318g?page=search","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Digital discovery","FirstCategoryId":"1085","ListUrlMain":"https://pubs.rsc.org/en/content/articlelanding/2025/dd/d4dd00318g","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

This research utilises Artificial Intelligence (AI) to enhance electrochemical peak resolution and lower detection limits in voltammetric analysis, focusing on complex, multiplex real matrices analyses. The study investigated the quinone family, hydroquinone, benzoquinone, and catechol analysed individually and in mixtures using cyclic and square wave voltammetry. The ferrocyanide/ferricyanide redox couple was included as a standard redox probe to provide a reference for method validation.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
用于定性和半定量多路分析的人工智能辅助电化学传感器
本研究利用人工智能(AI)来提高电化学峰分辨率和降低伏安分析的检出限,重点是复杂的、多重的实矩阵分析。该研究调查了醌族,对苯二酚、苯醌和儿茶酚分别使用循环伏安法和方波伏安法进行分析。将亚铁氰化物/铁氰化物氧化还原对作为标准氧化还原探针,为方法验证提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
2.80
自引率
0.00%
发文量
0
期刊最新文献
Database utility for cyclovoltammetry knowledge (DUCK): unified platform for electrochemical data. GEMS: a deterministic finite automaton framework for adaptive laboratory automation Looking back and to the future after four-plus years of language in chemistry. A universal machine learning model for the electronic density of states. Quantum simulation of carbon capture in periodic metal–organic frameworks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1