DocumentCode
2945402
Title
Respiration effect on single and multi lead ECG delineation strategies
Author
Noriega, M. ; Martínez, J.P. ; Laguna, P. ; Romero, D. ; Bailon, R. ; Almeida, R.
Author_Institution
Comunications & Electron. Dept., Oriente Univ., Santiago de Cuba, Cuba
fYear
2010
fDate
Aug. 31 2010-Sept. 4 2010
Firstpage
3575
Lastpage
3578
Abstract
The main purpose of this work is to study the influence of the mechanical effect of the respiration over T wave end delineation. The performance of automatic delineation systems based in Wavelet Transform (WT) was compared, considering single lead (SL), post processing selection rules (SLR) and multi lead (ML) approaches. The T wave locations obtained over real and simulated ECG signals were analyzed together with the respective respiratory signal (ECG-derived or simulated). The linear relation between the variations on obtained marks and the mechanical effect of the respiration was measured using spectral coherence. With respect to the ML strategy we also explored the evolution of the vectorcardiographic spatial loop using the direction of maximum projection of the WT in the region close to the T wave end (Te). The relation between this direction and the respiration is also explored. The marks obtained from the SLR and ML delineation strategies show advantage over the SL strategy based marks. The coherence around the respiratory frequency between the respiratory signal and the error in T end marks was found to be higher using SLR (a minimum of 0.92) than using ML (a maximum of 0.80). According to obtained results, the multi lead delineation presents a lower sensibility to the mechanical effect of the respiration for the T wave end delineation, particularly the obtained with ML.
Keywords
electrocardiography; medical signal processing; pneumodynamics; spectral analysis; wavelet transforms; T wave end delineation; mechanical effect; multi lead ECG delineation; post processing selection rules; respiration effect; single lead ECG delineation; spectral coherence; vectorcardiographic spatial loop; wavelet transform; Coherence; Contamination; Electrocardiography; Erbium; Lead; Signal to noise ratio; Algorithms; Artifacts; Diagnosis, Computer-Assisted; Electrocardiography; Heart Rate; Humans; Movement; Reproducibility of Results; Respiratory Mechanics; Sensitivity and Specificity;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location
Buenos Aires
ISSN
1557-170X
Print_ISBN
978-1-4244-4123-5
Type
conf
DOI
10.1109/IEMBS.2010.5627479
Filename
5627479
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