Investigation of a Ballistocardiogram-Based Technique for Unobtrusive Monitoring of Fluid Accumulation in the Body

Irene Suriani; Murtaza Bulut; Ron van Lieshout; Peter Bouma; Kiran Dellimore

doi:10.1109/EMBC44109.2020.9176094

Investigation of a Ballistocardiogram-Based Technique for Unobtrusive Monitoring of Fluid Accumulation in the Body

Irene Suriani, Murtaza Bulut, Ron van Lieshout, Peter Bouma, Kiran Dellimore

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

1 Citaat (Scopus)

Samenvatting

We introduce a novel monitoring solution for fluid accumulation in the human body (e.g. internal bleeding), based on observation of a selected energy-describing feature of the Ballistocardiogram (BCG) signal. It is hypothesized that, because of additional damping generated by the fluid, BCG signal energy decreases as compared to its baseline value. Data were collected from 15 human volunteers via accelerometers attached to the participants' body, and an electromechanical-film (EMFi) sensor-equipped bed. Fluid accumulation along the gastrointestinal (GI) tract was induced by means of water intake by the participants, and the BCG signal was recorded before and after intake. Based on performance evaluation, we selected a suitable energy feature and sensing channel amongst the ones investigated. The chosen feature showed a significant decrease in signal energy from baseline to after-intake condition (p-value<0.001), and identified the presence of fluid accumulation with high sensitivity (90% in bed-based, and 100% in standing-position monitoring).

Originele taal-2	Engels
Titel	2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
Uitgeverij	Institute of Electrical and Electronics Engineers
Pagina's	5146-5149
Aantal pagina's	4
ISBN van elektronische versie	978-1-7281-1990-8
DOI's	https://doi.org/10.1109/EMBC44109.2020.9176094
Status	Gepubliceerd - 27 aug. 2020
Evenement	42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2020 - Montreal, Canada Duur: 20 jul. 2020 → 24 jul. 2020 Congresnummer: 42

Congres

Congres	42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2020
Verkorte titel	EMBC 2020
Land/Regio	Canada
Stad	Montreal
Periode	20/07/20 → 24/07/20

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Publisher Copyright:
© 2020 IEEE.

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10.1109/EMBC44109.2020.9176094

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Suriani, I., Bulut, M., van Lieshout, R., Bouma, P., & Dellimore, K. (2020). Investigation of a Ballistocardiogram-Based Technique for Unobtrusive Monitoring of Fluid Accumulation in the Body. In 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (blz. 5146-5149). Artikel 9176094 Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/EMBC44109.2020.9176094

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title = "Investigation of a Ballistocardiogram-Based Technique for Unobtrusive Monitoring of Fluid Accumulation in the Body",

abstract = "We introduce a novel monitoring solution for fluid accumulation in the human body (e.g. internal bleeding), based on observation of a selected energy-describing feature of the Ballistocardiogram (BCG) signal. It is hypothesized that, because of additional damping generated by the fluid, BCG signal energy decreases as compared to its baseline value. Data were collected from 15 human volunteers via accelerometers attached to the participants' body, and an electromechanical-film (EMFi) sensor-equipped bed. Fluid accumulation along the gastrointestinal (GI) tract was induced by means of water intake by the participants, and the BCG signal was recorded before and after intake. Based on performance evaluation, we selected a suitable energy feature and sensing channel amongst the ones investigated. The chosen feature showed a significant decrease in signal energy from baseline to after-intake condition (p-value<0.001), and identified the presence of fluid accumulation with high sensitivity (90% in bed-based, and 100% in standing-position monitoring).",

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Suriani, I, Bulut, M, van Lieshout, R, Bouma, P & Dellimore, K 2020, Investigation of a Ballistocardiogram-Based Technique for Unobtrusive Monitoring of Fluid Accumulation in the Body. in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)., 9176094, Institute of Electrical and Electronics Engineers, blz. 5146-5149, 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2020, Montreal, Canada, 20/07/20. https://doi.org/10.1109/EMBC44109.2020.9176094

Investigation of a Ballistocardiogram-Based Technique for Unobtrusive Monitoring of Fluid Accumulation in the Body. / Suriani, Irene; Bulut, Murtaza; van Lieshout, Ron et al.
2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Institute of Electrical and Electronics Engineers, 2020. blz. 5146-5149 9176094.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

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Suriani I, Bulut M, van Lieshout R, Bouma P, Dellimore K. Investigation of a Ballistocardiogram-Based Technique for Unobtrusive Monitoring of Fluid Accumulation in the Body. In 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Institute of Electrical and Electronics Engineers. 2020. blz. 5146-5149. 9176094 doi: 10.1109/EMBC44109.2020.9176094

Investigation of a Ballistocardiogram-Based Technique for Unobtrusive Monitoring of Fluid Accumulation in the Body

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