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

Institute of Electrical Engineering in Medicine

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.

Original language	English
Title of host publication	2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Number of pages	4
Publisher	IEEE
Publication date	13.09.2017
Pages	2235-2238
Article number	8037299
ISBN (Print)	978-1-5090-2810-8
ISBN (Electronic)	978-1-5090-2809-2
DOIs	https://doi.org/10.1109/EMBC.2017.8037299
Publication status	Published - 13.09.2017
Event	39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - International Convention Center (ICC)Jeju Island, Jeju Island, Korea, Republic of Duration: 11.07.2017 → 15.07.2017 Conference number: 130871

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/EMBC.2017.8037299

Cite this

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) (pp. 2235-2238). Article 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. pp. 2235-2238 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

@inproceedings{344b8a52c51e485d9646f80483125072,

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",

year = "2017",

month = sep,

day = "13",

doi = "10.1109/EMBC.2017.8037299",

language = "English",

isbn = "978-1-5090-2810-8",

series = "Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS",

publisher = "IEEE",

pages = "2235--2238",

booktitle = "2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)",

note = "39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2017 ; Conference date: 11-07-2017 Through 15-07-2017",

}

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, pp. 2235-2238, 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju Island, Korea, Republic of, 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. p. 2235-2238 8037299 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

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

U2 - 10.1109/EMBC.2017.8037299

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. p. 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

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this