Designing for reliable textile neonatal ECG monitoring using multi-sensor recordings

S. Bouwstra; W. Chen; L.M.G. Feijs; S. Bambang Oetomo; P.J.M. Cluitmans

doi:10.1109/IEMBS.2011.6090690

Designing for reliable textile neonatal ECG monitoring using multi-sensor recordings

S. Bouwstra
, W. Chen
, L.M.G. Feijs
, S. Bambang Oetomo
, P.J.M. Cluitmans

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

14 Citaten (Scopus)

1 Downloads (Pure)

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When designing an ECG monitoring system embedded with textile electrodes for comfort, it is challenging to ensure reliable monitoring, because textile electrodes suffer from motion artifacts and incidental poor signal quality. For the design of a comfortable monitoring system for prematurely born babies in the Neonatal Intensive Care Unit (NICU), we propose the concepts of diversity measurement and context awareness to improve reliability. Clinical multi-modal sensor data was collected in the NICU with the Smart Jacket connected to a state-of-the-art amplifier. We found that the ECG signals quality varied among sensors and varied over time, and found correlations between ECG signal, acceleration data, and context, which supports the feasibility of the concepts. Our explorative system level approach has lead to design parameters and meta-insights into the role of clinical validation in the design process.

Originele taal-2	Engels
Titel	Proceedings of the 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 30 August - 3 September 2011, Boston, Massachussetts
Plaats van productie	Piscataway
Uitgeverij	Institute of Electrical and Electronics Engineers
Pagina's	2488-2491
Aantal pagina's	4
ISBN van geprinte versie	978-1-4244-4121-1
DOI's	https://doi.org/10.1109/IEMBS.2011.6090690
Status	Gepubliceerd - 2011
Evenement	33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011 - Boston, MA, Verenigde Staten van Amerika Duur: 30 aug. 2011 → 3 sep. 2011

Congres

Congres	33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011
Land/Regio	Verenigde Staten van Amerika
Stad	Boston, MA
Periode	30/08/11 → 3/09/11

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Bouwstra, S., Chen, W., Feijs, L. M. G., Bambang Oetomo, S., & Cluitmans, P. J. M. (2011). Designing for reliable textile neonatal ECG monitoring using multi-sensor recordings. In Proceedings of the 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 30 August - 3 September 2011, Boston, Massachussetts (blz. 2488-2491). Artikel 6090690 Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/IEMBS.2011.6090690

Bouwstra, S. ; Chen, W. ; Feijs, L.M.G. et al. / Designing for reliable textile neonatal ECG monitoring using multi-sensor recordings. Proceedings of the 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 30 August - 3 September 2011, Boston, Massachussetts. Piscataway : Institute of Electrical and Electronics Engineers, 2011. blz. 2488-2491

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title = "Designing for reliable textile neonatal ECG monitoring using multi-sensor recordings",

abstract = "When designing an ECG monitoring system embedded with textile electrodes for comfort, it is challenging to ensure reliable monitoring, because textile electrodes suffer from motion artifacts and incidental poor signal quality. For the design of a comfortable monitoring system for prematurely born babies in the Neonatal Intensive Care Unit (NICU), we propose the concepts of diversity measurement and context awareness to improve reliability. Clinical multi-modal sensor data was collected in the NICU with the Smart Jacket connected to a state-of-the-art amplifier. We found that the ECG signals quality varied among sensors and varied over time, and found correlations between ECG signal, acceleration data, and context, which supports the feasibility of the concepts. Our explorative system level approach has lead to design parameters and meta-insights into the role of clinical validation in the design process.",

author = "S. Bouwstra and W. Chen and L.M.G. Feijs and \{Bambang Oetomo\}, S. and P.J.M. Cluitmans",

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Bouwstra, S, Chen, W, Feijs, LMG, Bambang Oetomo, S & Cluitmans, PJM 2011, Designing for reliable textile neonatal ECG monitoring using multi-sensor recordings. in Proceedings of the 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 30 August - 3 September 2011, Boston, Massachussetts., 6090690, Institute of Electrical and Electronics Engineers, Piscataway, blz. 2488-2491, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, Boston, MA, Verenigde Staten van Amerika, 30/08/11. https://doi.org/10.1109/IEMBS.2011.6090690

Designing for reliable textile neonatal ECG monitoring using multi-sensor recordings. / Bouwstra, S.; Chen, W.; Feijs, L.M.G. et al.
Proceedings of the 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 30 August - 3 September 2011, Boston, Massachussetts. Piscataway: Institute of Electrical and Electronics Engineers, 2011. blz. 2488-2491 6090690.

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

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Bouwstra S, Chen W, Feijs LMG, Bambang Oetomo S, Cluitmans PJM. Designing for reliable textile neonatal ECG monitoring using multi-sensor recordings. In Proceedings of the 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 30 August - 3 September 2011, Boston, Massachussetts. Piscataway: Institute of Electrical and Electronics Engineers. 2011. blz. 2488-2491. 6090690 doi: 10.1109/IEMBS.2011.6090690

Designing for reliable textile neonatal ECG monitoring using multi-sensor recordings

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