单导心电监护中不同电极模式的自动识别方法
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南京大学,南京大学,南京军区南京总医院,南京军区南京总医院,南京军区南京总医院,南京军区南京总医院

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江苏省科技支撑计划项目(BE2010720)


Automatic Identification of different electrodeSpatterns in Single-lead ECG monitoringZhang Xiaoming1, Liu Hongxing1*, Liu Tiebing2, Guan qun2, Li Ping2, and Tang Liming2
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NanJing University,,Nanjing General Hospital of Nanjing Military Command,Nanjing General Hospital of Nanjing Military Command,Nanjing General Hospital of Nanjing Military Command,Nanjing General Hospital of Nanjing Military Command

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Supported by Science and Technology Planning Project of Jiangsu Province, China

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    摘要:

    单导心电监护便于小型化、家用化,便于做Holter。电极脱落、电极混用等不正常电极模式影响采集的心电信号的质量,以至造成误诊。人工判断电极模式是否正常依赖于人的经验。本文对单导心电采集中四种电极模式的自动识别方法进行了研究:定义了表征不同电极模式的心电信号的数字特征,结合基于LDA的特征降维和最近邻分类器来实现自动识别。实验显示,本文提出的自动识别方法对单导心电设备四种电极模式的自动识别是有效的,对电极脱落可达到100%的正确识别率。

    Abstract:

    Single-leadSECG monitoring is to facilitate being miniaturized, being used home and used as a Holter. Some of the abnormal electrode patterns, such as electrode loosened, different electrodesSbeing used, etc, whichScan heavily affect the ECG signalSquality, evenSresulting in wrong diagnosis. Artificial identification of the electrode patterns depends on theSperson"s experiences. In this paper, theSautomatic identificationSmethod for four kinds ofSelectrodeSpatterns in single-leadSECG monitoring is studied:S(1) first, 8 digital indices for distinguishing different electrodeSpatterns are defined, (2) second, theSLDA-basedSfeatureSdimension reductionSand theSnearest neighbor classifier are adopted to complete the identification process.SExperiments showSthat the proposedSautomatic identification methodSof different electrode patterns in single leadSECGSmonitoringSwas effective, with 100%Ssuccessful identifying rate for electrode being loosened.

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张晓明,刘红星,刘铁兵,管群,李萍,汤黎明.单导心电监护中不同电极模式的自动识别方法[J].数据采集与处理,2012,27(5):635-

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  • 收稿日期:2011-07-22
  • 最后修改日期:2011-10-10
  • 录用日期:2011-10-17
  • 在线发布日期: 2012-11-05