NDLI: Automatic ECG Characteristic Analysis using Wavelet Packet Transform

Content Provider	IEEE Xplore Digital Library
Author	Kusathitsiriphan, W. Yimman, S. Suwancheewasiri, C. Dejhan, K.
Copyright Year	2006
Description	Author affiliation: King Mongkut's Inst. of Technol., Bangkok (Kusathitsiriphan, W.; Yimman, S.; Suwancheewasiri, C.)
Abstract	This paper present the automatic ECG signal analysis by wavelet packet transform (WPT) along with signal squaring, window integration and frame creating to cover each cycle of ECG signal to ease the process to calculate the set on points, and set off points, and time intervals within QRS complexes, T waves and P waves. The results of QRS complex detection from automatic ECG analysis on 15 sets of ECG data from MIT-BIH Arrhythmia with total number of 31,959 beats have shown that selectivity Se = 99.79%, the positive predictivity +P = 99.58% and the detection error DER = 0.632%
Sponsorship	ECTI, Thailand NECTEC, Thailand King Mongkut's Inst. of Tech., Thailand IEEE Circuits and Syst. Soc
Starting Page	1153
Ending Page	1157
File Size	4372467
Page Count	5
File Format	PDF
ISBN	0780397401
DOI	10.1109/ISCIT.2006.339961
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-10-18
Publisher Place	Thailand
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Wavelet transforms Image edge detection Low pass filters Binary trees Electrocardiography Signal processing Wavelet analysis Frequency Wavelet packets Signal analysis
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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