DocumentCode
1981068
Title
Development of an ECG identification system
Author
Kyoso, Masaki ; Uchiyama, Akihiko
Author_Institution
Dept. of Inf. & Comput. Sci., Kanagawa Inst. of Technol., Japan
Volume
4
fYear
2001
fDate
2001
Firstpage
3721
Abstract
The purpose of this paper is to present a new identification engine for an ECG identification system. The system identifies subjects based on a comparison of a patient´s ECG with previously registered ECG feature parameters. These feature parameters are sampled from the intervals and durations of the electrocardiographic waves extracted using characteristic points appearing on the waveform of the second order derivative and are identified using discriminant analysis. Suitable combinations of feature parameters are selected and the accuracy of the proposed technique verified using ECGs from nine normal subjects.
Keywords
electrocardiography; feature extraction; medical signal processing; ECG identification system development; characteristic points; discriminant analysis; electrodiagnostics; feature parameter; normal subjects; patient´s ECG comparison; second order derivative; technique accuracy verification; Electrocardiography; Engines; Equations; Feature extraction; Parameter extraction; Patient monitoring; Performance analysis; Protection; Robustness; Telemedicine;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN
1094-687X
Print_ISBN
0-7803-7211-5
Type
conf
DOI
10.1109/IEMBS.2001.1019645
Filename
1019645
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