Rocco Cancelliere, Mario Molinara, Antonio Licheri, Antonio Maffucci and Laura Micheli
{"title":"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","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":"{\"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}","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}
Artificial intelligence-assisted electrochemical sensors for qualitative and semi-quantitative multiplexed analyses†
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.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
