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

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

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

2 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 languageEnglish
Title of host publication2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)
Subtitle of host publicationProceedings
PublisherIEEE
Pages1-2
Number of pages2
ISBN (Electronic)978-1-7281-5751-1
ISBN (Print)978-1-7281-5752-8
DOIs
Publication statusPublished - 2020
Event11th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2020 - Virtual, Online, Italy
Duration: 15 Jul 202015 Jul 2020

Conference

Conference11th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2020
CountryItaly
CityVirtual, Online
Period15/07/2015/07/20

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