A robust procedure for P-wave detection and segmentation in high resolution 12-lead ECG

OJ Escalona; L Gavidia; G Wright

doi:10.1109/IEMBS.1996.647456

A robust procedure for P-wave detection and segmentation in high resolution 12-lead ECG

OJ Escalona, L Gavidia, G Wright

Faculty Of Computing, Eng. & Built Env.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

Reliable detection and measurement of the P-wave duration and position in high resolution 12-lead ECG recordings, was automated by means of a computer procedure which involved noise reduction by means of signal averaging, and bi-directional filtering of the P-wave at 25 Hz and the QRS complex at 40 Hz. Then, algorithms for P-onset, P-offset and QRS-onset detection, allowed tile estimation of P-wave duration and PQ interval. This computer procedure was clinically tested with 52 volunteers. The results indicated that, although reliable P-wave detection was possible in at least three leads in any case, the measurement technique was most robust with leads I, II and V4.

Original language	English
Title of host publication	Unknown Host Publication
Publisher	IEEE
Pages	1365-1366
Number of pages	2
Volume	18
ISBN (Print)	0-7803-3811-1
DOIs	https://doi.org/10.1109/IEMBS.1996.647456
Publication status	Published (in print/issue) - 15 Nov 1996
Event	18TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY - Amsterdam, Netherlands. Duration: 15 Nov 1996 → …

Publication series

Name	PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
ISSN (Electronic)	0589-1019

Conference

Conference	18TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY
Period	15/11/96 → …

Keywords

Algorithms
Automation
Computer applications
ECG
Image segmentation
Signal detection
Signal filtering and prediction
Bidirectional filtering
P wave duration
Signal averaging
Electrocardiography
Heart disease diagnosis

Access to Document

10.1109/IEMBS.1996.647456

Cite this

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title = "A robust procedure for P-wave detection and segmentation in high resolution 12-lead ECG",

abstract = "Reliable detection and measurement of the P-wave duration and position in high resolution 12-lead ECG recordings, was automated by means of a computer procedure which involved noise reduction by means of signal averaging, and bi-directional filtering of the P-wave at 25 Hz and the QRS complex at 40 Hz. Then, algorithms for P-onset, P-offset and QRS-onset detection, allowed tile estimation of P-wave duration and PQ interval. This computer procedure was clinically tested with 52 volunteers. The results indicated that, although reliable P-wave detection was possible in at least three leads in any case, the measurement technique was most robust with leads I, II and V4.",

keywords = "Algorithms, Automation, Computer applications, ECG, Image segmentation, Signal detection, Signal filtering and prediction, Bidirectional filtering, P wave duration, Signal averaging, Electrocardiography, Heart disease diagnosis",

author = "OJ Escalona and L Gavidia and G Wright",

year = "1996",

month = nov,

day = "15",

doi = "10.1109/IEMBS.1996.647456",

language = "English",

isbn = "0-7803-3811-1",

volume = "18",

series = "PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY",

publisher = "IEEE",

pages = "1365--1366",

booktitle = "Unknown Host Publication",

address = "United States",

note = "18TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY ; Conference date: 15-11-1996",

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Escalona, OJ, Gavidia, L & Wright, G 1996, A robust procedure for P-wave detection and segmentation in high resolution 12-lead ECG. in Unknown Host Publication. vol. 18, PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, IEEE, pp. 1365-1366, 18TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, 15/11/96. https://doi.org/10.1109/IEMBS.1996.647456

A robust procedure for P-wave detection and segmentation in high resolution 12-lead ECG. / Escalona, OJ; Gavidia, L; Wright, G.
Unknown Host Publication. Vol. 18 IEEE, 1996. p. 1365-1366 (PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - Reliable detection and measurement of the P-wave duration and position in high resolution 12-lead ECG recordings, was automated by means of a computer procedure which involved noise reduction by means of signal averaging, and bi-directional filtering of the P-wave at 25 Hz and the QRS complex at 40 Hz. Then, algorithms for P-onset, P-offset and QRS-onset detection, allowed tile estimation of P-wave duration and PQ interval. This computer procedure was clinically tested with 52 volunteers. The results indicated that, although reliable P-wave detection was possible in at least three leads in any case, the measurement technique was most robust with leads I, II and V4.

AB - Reliable detection and measurement of the P-wave duration and position in high resolution 12-lead ECG recordings, was automated by means of a computer procedure which involved noise reduction by means of signal averaging, and bi-directional filtering of the P-wave at 25 Hz and the QRS complex at 40 Hz. Then, algorithms for P-onset, P-offset and QRS-onset detection, allowed tile estimation of P-wave duration and PQ interval. This computer procedure was clinically tested with 52 volunteers. The results indicated that, although reliable P-wave detection was possible in at least three leads in any case, the measurement technique was most robust with leads I, II and V4.

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KW - Image segmentation

KW - Signal detection

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KW - Bidirectional filtering

KW - P wave duration

KW - Signal averaging

KW - Electrocardiography

KW - Heart disease diagnosis

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A robust procedure for P-wave detection and segmentation in high resolution 12-lead ECG

Abstract

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Keywords

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