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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    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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zhangxiaoming, Liu Tiebing, Guan Qun, Li Ping, Tang Liming. Automatic Identification of different electrodeSpatterns in Single-lead ECG monitoringZhang Xiaoming1, Liu Hongxing1*, Liu Tiebing2, Guan qun2, Li Ping2, and Tang Liming2[J].,2012,27(5):635-.

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History
  • Received:July 22,2011
  • Revised:October 10,2011
  • Adopted:October 17,2011
  • Online: November 05,2012
  • Published:
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