Application of adaptive filtering and linear regression for determining T-wave limits in neonatal ECG

Iskandar Yahya, Mohammed Benaissa, Simon Clark

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Two algorithms have been identified, namely the adaptive filtering method and tangent method, which can be used to automatically detect the end of T-wave in neonatal ECG for determining the QT and QTc duration. By modifying the initial conditions and parameters in the algorithms, both algorithms have been successfully applied in real time to process real neonatal ECGs with various noise levels. The accuracy and the precision of both algorithms were examined by comparing the result with manual readings done by a cardiologist. The algorithms can be used to analyze neonatal ECG for long QT syndrome in real time and automatically to aid early diagnosis, subjected to further test and verification.

Original languageEnglish
Title of host publication2007 5th Student Conference on Research and Development, SCORED
DOIs
Publication statusPublished - 2007
Event2007 5th Student Conference on Research and Development, SCORED - Selangor
Duration: 11 Dec 200712 Dec 2007

Other

Other2007 5th Student Conference on Research and Development, SCORED
CitySelangor
Period11/12/0712/12/07

Fingerprint

regression
early diagnosis
Linear regression
time

Keywords

  • Adaptive filtering
  • Linear regression
  • Neonatal ECG
  • Signal processing
  • T-wave

ASJC Scopus subject areas

  • Education
  • Management Science and Operations Research

Cite this

Yahya, I., Benaissa, M., & Clark, S. (2007). Application of adaptive filtering and linear regression for determining T-wave limits in neonatal ECG. In 2007 5th Student Conference on Research and Development, SCORED [4451434] https://doi.org/10.1109/SCORED.2007.4451434

Application of adaptive filtering and linear regression for determining T-wave limits in neonatal ECG. / Yahya, Iskandar; Benaissa, Mohammed; Clark, Simon.

2007 5th Student Conference on Research and Development, SCORED. 2007. 4451434.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Yahya, I, Benaissa, M & Clark, S 2007, Application of adaptive filtering and linear regression for determining T-wave limits in neonatal ECG. in 2007 5th Student Conference on Research and Development, SCORED., 4451434, 2007 5th Student Conference on Research and Development, SCORED, Selangor, 11/12/07. https://doi.org/10.1109/SCORED.2007.4451434
Yahya I, Benaissa M, Clark S. Application of adaptive filtering and linear regression for determining T-wave limits in neonatal ECG. In 2007 5th Student Conference on Research and Development, SCORED. 2007. 4451434 https://doi.org/10.1109/SCORED.2007.4451434
Yahya, Iskandar ; Benaissa, Mohammed ; Clark, Simon. / Application of adaptive filtering and linear regression for determining T-wave limits in neonatal ECG. 2007 5th Student Conference on Research and Development, SCORED. 2007.
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