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author:

Yang Mingjing (Yang Mingjing.) [1] (Scholars:杨明静)

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Abstract:

Heart is one of the most complex dynamic system. Indeed, ECG is important information which reflect the active states of heart. In this paper, select 24 data files of ECG from MIT-BIH database and divide these data into four groups. Series of R-peaks and RR- intervals extracted from these electrocardiograms are analyzed with the correlation dimension and correlation entropy. The results showed that there are obviously different dynamic characteristics in the four groups. Use the methods of nonlinear dynamics to extract dynamic characteristics from ECG so as to research active states of heart and help doctors clinical application for early diagnose diseases of heart in future.

Keyword:

correlation dimension correlation entropy ECG nonlinear dynamics

Community:

  • [ 1 ] Fuzhou Univ, Informat & Commun Engn Dept, Coll Phys & Informat Engn, Fuzhou 350002, Peoples R China

Reprint 's Address:

  • 杨明静

    [Yang Mingjing]Fuzhou Univ, Informat & Commun Engn Dept, Coll Phys & Informat Engn, Fuzhou 350002, Peoples R China

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Source :

2005 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vols 1-7

ISSN: 1094-687X

Year: 2005

Page: 4630-4633

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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