A Template Subtraction Method for the Removal of Cardiogenic Oscillations on Esophageal Pressure Signals

Jan Grasshoff; Eike Petersen; Marcus Eger; Giacomo Bellani; Philipp Rostalski

doi:10.1109/EMBC.2017.8037299

A Template Subtraction Method for the Removal of Cardiogenic Oscillations on Esophageal Pressure Signals

Jan Grasshoff, Eike Petersen, Marcus Eger, Giacomo Bellani, Philipp Rostalski

Institut für Medizinische Elektrotechnik

Abstract

Esophageal pressure (P_es) is usually measured in patients receiving mechanical ventilation and is used for the assessment of lung mechanics. However, its interpretation is complicated by the presence of cardiogenic oscillations (CGO). In this article we present a novel method for the reduction of CGO based on the identification of pressure templates. Similar approaches are known for the removal of electrocardiographic (ECG) artifacts from the electromyogram (EMG). The proposed method is tested on clinical recordings of patients under assisted spontaneous ventilation. Besides the improvement of the respiratory signals, the identified CGO templates can be used diagnostically when viewed in relation to corresponding ECG data. This approach is illustrated on a few sample datasets.

Originalsprache	Englisch
Titel	2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Seitenumfang	4
Herausgeber (Verlag)	IEEE
Erscheinungsdatum	13.09.2017
Seiten	2235-2238
Aufsatznummer	8037299
ISBN (Print)	978-1-5090-2810-8
ISBN (elektronisch)	978-1-5090-2809-2
DOIs	https://doi.org/10.1109/EMBC.2017.8037299
Publikationsstatus	Veröffentlicht - 13.09.2017
Veranstaltung	39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - International Convention Center (ICC)Jeju Island, Jeju Island, Südkorea Dauer: 11.07.2017 → 15.07.2017 Konferenznummer: 130871

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10.1109/EMBC.2017.8037299

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Grasshoff, J., Petersen, E., Eger, M., Bellani, G., & Rostalski, P. (2017). A Template Subtraction Method for the Removal of Cardiogenic Oscillations on Esophageal Pressure Signals. in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (S. 2235-2238). Artikel 8037299 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). IEEE. https://doi.org/10.1109/EMBC.2017.8037299

Grasshoff, Jan ; Petersen, Eike ; Eger, Marcus et al. / A Template Subtraction Method for the Removal of Cardiogenic Oscillations on Esophageal Pressure Signals. 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 2017. S. 2235-2238 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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title = "A Template Subtraction Method for the Removal of Cardiogenic Oscillations on Esophageal Pressure Signals",

abstract = "Esophageal pressure (Pes) is usually measured in patients receiving mechanical ventilation and is used for the assessment of lung mechanics. However, its interpretation is complicated by the presence of cardiogenic oscillations (CGO). In this article we present a novel method for the reduction of CGO based on the identification of pressure templates. Similar approaches are known for the removal of electrocardiographic (ECG) artifacts from the electromyogram (EMG). The proposed method is tested on clinical recordings of patients under assisted spontaneous ventilation. Besides the improvement of the respiratory signals, the identified CGO templates can be used diagnostically when viewed in relation to corresponding ECG data. This approach is illustrated on a few sample datasets.",

author = "Jan Grasshoff and Eike Petersen and Marcus Eger and Giacomo Bellani and Philipp Rostalski",

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Grasshoff, J, Petersen, E, Eger, M, Bellani, G & Rostalski, P 2017, A Template Subtraction Method for the Removal of Cardiogenic Oscillations on Esophageal Pressure Signals. in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)., 8037299, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, IEEE, S. 2235-2238, 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju Island, Südkorea, 11.07.17. https://doi.org/10.1109/EMBC.2017.8037299

A Template Subtraction Method for the Removal of Cardiogenic Oscillations on Esophageal Pressure Signals. / Grasshoff, Jan; Petersen, Eike; Eger, Marcus et al.
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 2017. S. 2235-2238 8037299 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Publikation: Kapitel in Büchern/Berichten/Konferenzbänden › Konferenzbeitrag › Begutachtung

TY - GEN

T1 - A Template Subtraction Method for the Removal of Cardiogenic Oscillations on Esophageal Pressure Signals

AU - Grasshoff, Jan

AU - Petersen, Eike

AU - Eger, Marcus

AU - Bellani, Giacomo

AU - Rostalski, Philipp

N1 - Conference code: 130871

PY - 2017/9/13

Y1 - 2017/9/13

N2 - Esophageal pressure (Pes) is usually measured in patients receiving mechanical ventilation and is used for the assessment of lung mechanics. However, its interpretation is complicated by the presence of cardiogenic oscillations (CGO). In this article we present a novel method for the reduction of CGO based on the identification of pressure templates. Similar approaches are known for the removal of electrocardiographic (ECG) artifacts from the electromyogram (EMG). The proposed method is tested on clinical recordings of patients under assisted spontaneous ventilation. Besides the improvement of the respiratory signals, the identified CGO templates can be used diagnostically when viewed in relation to corresponding ECG data. This approach is illustrated on a few sample datasets.

AB - Esophageal pressure (Pes) is usually measured in patients receiving mechanical ventilation and is used for the assessment of lung mechanics. However, its interpretation is complicated by the presence of cardiogenic oscillations (CGO). In this article we present a novel method for the reduction of CGO based on the identification of pressure templates. Similar approaches are known for the removal of electrocardiographic (ECG) artifacts from the electromyogram (EMG). The proposed method is tested on clinical recordings of patients under assisted spontaneous ventilation. Besides the improvement of the respiratory signals, the identified CGO templates can be used diagnostically when viewed in relation to corresponding ECG data. This approach is illustrated on a few sample datasets.

UR - https://www.scopus.com/record/display.uri?eid=2-s2.0-85032200041&origin=inward&txGid=6712b176903f392fefb9d128e9ab22a2

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DO - 10.1109/EMBC.2017.8037299

M3 - Conference contribution

SN - 978-1-5090-2810-8

T3 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

SP - 2235

EP - 2238

BT - 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

PB - IEEE

T2 - 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Y2 - 11 July 2017 through 15 July 2017

ER -

Grasshoff J, Petersen E, Eger M, Bellani G, Rostalski P. A Template Subtraction Method for the Removal of Cardiogenic Oscillations on Esophageal Pressure Signals. in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE. 2017. S. 2235-2238. 8037299. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). doi: 10.1109/EMBC.2017.8037299

A Template Subtraction Method for the Removal of Cardiogenic Oscillations on Esophageal Pressure Signals

Abstract

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