{"title":"Design for an artificial neural network system to obtain 12-lead ECG from 3-lead Holter VCG recordings","authors":"R.N. Kuppuraj, S. Napper","doi":"10.1109/IEMBS.1994.415351","DOIUrl":null,"url":null,"abstract":"Cardiac experts often make critical diagnoses utilizing information from the standard 12-lead ECG rather than Holter recordings. The development of a Neural Network (NN) system to derive the 12-lead ECG from modified VCG leads recorded using Holter recordings is explored here. The requirements (data acquisition, hardware, software, etc.) of such a system are addressed. A NN to derive the 12-lead ECG with the 3-lead modified VCG as its input is designed.","PeriodicalId":344622,"journal":{"name":"Proceedings of 16th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","volume":"664 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1994-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 16th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEMBS.1994.415351","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Cardiac experts often make critical diagnoses utilizing information from the standard 12-lead ECG rather than Holter recordings. The development of a Neural Network (NN) system to derive the 12-lead ECG from modified VCG leads recorded using Holter recordings is explored here. The requirements (data acquisition, hardware, software, etc.) of such a system are addressed. A NN to derive the 12-lead ECG with the 3-lead modified VCG as its input is designed.
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