Evaluation of the ECG Derived Respiration in the Presence of Irregular Heart Beats

John F. Morales; Rik Willems; Sabine Van Huffel; Carolina Varon

doi:10.1109/ESGCO49734.2020.9158185

Evaluation of the ECG Derived Respiration in the Presence of Irregular Heart Beats

John F. Morales, Rik Willems, Sabine Van Huffel, Carolina Varon

Signal Processing Systems

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

3 Citations (Scopus)

Abstract

In this work, the performance of 5 methods to calculate the ECG derived respiration is compared when applied to ECG signals with irregular beats. The results suggest that approaches based on the R-peaks amplitude and the difference between the R and S waves are more stable when the number of irregular beats increases to more than 2. In addition, the approach based on Kernel PCA is the most affected by ectopic beats due to its sensitivity to outliers.

Original language	English
Title of host publication	2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)
Subtitle of host publication	Proceedings
Publisher	IEEE
Pages	1-2
Number of pages	2
ISBN (Electronic)	978-1-7281-5751-1
ISBN (Print)	978-1-7281-5752-8
DOIs	https://doi.org/10.1109/ESGCO49734.2020.9158185
Publication status	Published - 2020
Event	11th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2020 - Virtual, Online, Italy Duration: 15 Jul 2020 → 15 Jul 2020

Conference

Conference	11th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2020
Country/Territory	Italy
City	Virtual, Online
Period	15/07/20 → 15/07/20

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10.1109/ESGCO49734.2020.9158185

Cite this

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title = "Evaluation of the ECG Derived Respiration in the Presence of Irregular Heart Beats",

abstract = "In this work, the performance of 5 methods to calculate the ECG derived respiration is compared when applied to ECG signals with irregular beats. The results suggest that approaches based on the R-peaks amplitude and the difference between the R and S waves are more stable when the number of irregular beats increases to more than 2. In addition, the approach based on Kernel PCA is the most affected by ectopic beats due to its sensitivity to outliers. ",

author = "Morales, {John F.} and Rik Willems and {Van Huffel}, Sabine and Carolina Varon",

year = "2020",

doi = "10.1109/ESGCO49734.2020.9158185",

language = "English",

isbn = "978-1-7281-5752-8",

pages = "1--2",

booktitle = "2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)",

publisher = "IEEE",

address = "United States",

note = "11th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2020 ; Conference date: 15-07-2020 Through 15-07-2020",

}

Morales, JF, Willems, R, Van Huffel, S & Varon, C 2020, Evaluation of the ECG Derived Respiration in the Presence of Irregular Heart Beats. in 2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO): Proceedings., 9158185, IEEE, pp. 1-2, 11th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2020, Virtual, Online, Italy, 15/07/20. https://doi.org/10.1109/ESGCO49734.2020.9158185

Evaluation of the ECG Derived Respiration in the Presence of Irregular Heart Beats. / Morales, John F.; Willems, Rik; Van Huffel, Sabine et al.
2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO): Proceedings. IEEE, 2020. p. 1-2 9158185.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Evaluation of the ECG Derived Respiration in the Presence of Irregular Heart Beats

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AU - Willems, Rik

AU - Van Huffel, Sabine

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N2 - In this work, the performance of 5 methods to calculate the ECG derived respiration is compared when applied to ECG signals with irregular beats. The results suggest that approaches based on the R-peaks amplitude and the difference between the R and S waves are more stable when the number of irregular beats increases to more than 2. In addition, the approach based on Kernel PCA is the most affected by ectopic beats due to its sensitivity to outliers.

AB - In this work, the performance of 5 methods to calculate the ECG derived respiration is compared when applied to ECG signals with irregular beats. The results suggest that approaches based on the R-peaks amplitude and the difference between the R and S waves are more stable when the number of irregular beats increases to more than 2. In addition, the approach based on Kernel PCA is the most affected by ectopic beats due to its sensitivity to outliers.

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DO - 10.1109/ESGCO49734.2020.9158185

M3 - Conference contribution

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BT - 2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)

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Y2 - 15 July 2020 through 15 July 2020

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Evaluation of the ECG Derived Respiration in the Presence of Irregular Heart Beats

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