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/CongresprocedureConferentiebijdrageAcademicpeer review

5 Citaten (Scopus)
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Samenvatting

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-2Engels
TitelProceedings 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 productiePiscataway
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's2488-2491
ISBN van geprinte versie978-1-4244-4121-1
DOI's
StatusGepubliceerd - 2011
Evenement33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011) - Boston, Verenigde Staten van Amerika
Duur: 30 aug 20113 sep 2011
Congresnummer: 33

Congres

Congres33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011)
Verkorte titelEMBC 2011
LandVerenigde Staten van Amerika
StadBoston
Periode30/08/113/09/11
AnderAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011)

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Citeer dit

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). Piscataway: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/IEMBS.2011.6090690