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An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation
The world is witnessing a rising number of preterm infants who are at significant risk of medical conditions. These infants require continuous care in Neonatal Intensive Care Units (NICU). Medical parameters are continuously monitored in premature infants in the NICU using a set of wired, sticky ele...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8286045/ https://www.ncbi.nlm.nih.gov/pubmed/34306304 http://dx.doi.org/10.1007/s11265-021-01669-9 |
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author | Cay, Gozde Ravichandran, Vignesh Saikia, Manob Jyoti Hoffman, Laurie Laptook, Abbot Padbury, James Salisbury, Amy L. Gitelson-Kahn, Anna Venkatasubramanian, Krishna Shahriari, Yalda Mankodiya, Kunal |
author_facet | Cay, Gozde Ravichandran, Vignesh Saikia, Manob Jyoti Hoffman, Laurie Laptook, Abbot Padbury, James Salisbury, Amy L. Gitelson-Kahn, Anna Venkatasubramanian, Krishna Shahriari, Yalda Mankodiya, Kunal |
author_sort | Cay, Gozde |
collection | PubMed |
description | The world is witnessing a rising number of preterm infants who are at significant risk of medical conditions. These infants require continuous care in Neonatal Intensive Care Units (NICU). Medical parameters are continuously monitored in premature infants in the NICU using a set of wired, sticky electrodes attached to the body. Medical adhesives used on the electrodes can be harmful to the baby, causing skin injuries, discomfort, and irritation. In addition, respiration rate (RR) monitoring in the NICU faces challenges of accuracy and clinical quality because RR is extracted from electrocardiogram (ECG). This research paper presents a design and validation of a smart textile pressure sensor system that addresses the existing challenges of medical monitoring in NICU. We designed two e-textile, piezoresistive pressure sensors made of Velostat for noninvasive RR monitoring; one was hand-stitched on a mattress topper material, and the other was embroidered on a denim fabric using an industrial embroidery machine. We developed a data acquisition system for validation experiments conducted on a high-fidelity, programmable NICU baby mannequin. We designed a signal processing pipeline to convert raw time-series signals into parameters including RR, rise and fall time, and comparison metrics. The results of the experiments showed that the relative accuracies of hand-stitched sensors were 98.68 (top sensor) and 98.07 (bottom sensor), while the accuracies of embroidered sensors were 99.37 (left sensor) and 99.39 (right sensor) for the 60 BrPM test case. The presented prototype system shows promising results and demands more research on textile design, human factors, and human experimentation. |
format | Online Article Text |
id | pubmed-8286045 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-82860452021-07-19 An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation Cay, Gozde Ravichandran, Vignesh Saikia, Manob Jyoti Hoffman, Laurie Laptook, Abbot Padbury, James Salisbury, Amy L. Gitelson-Kahn, Anna Venkatasubramanian, Krishna Shahriari, Yalda Mankodiya, Kunal J Signal Process Syst Article The world is witnessing a rising number of preterm infants who are at significant risk of medical conditions. These infants require continuous care in Neonatal Intensive Care Units (NICU). Medical parameters are continuously monitored in premature infants in the NICU using a set of wired, sticky electrodes attached to the body. Medical adhesives used on the electrodes can be harmful to the baby, causing skin injuries, discomfort, and irritation. In addition, respiration rate (RR) monitoring in the NICU faces challenges of accuracy and clinical quality because RR is extracted from electrocardiogram (ECG). This research paper presents a design and validation of a smart textile pressure sensor system that addresses the existing challenges of medical monitoring in NICU. We designed two e-textile, piezoresistive pressure sensors made of Velostat for noninvasive RR monitoring; one was hand-stitched on a mattress topper material, and the other was embroidered on a denim fabric using an industrial embroidery machine. We developed a data acquisition system for validation experiments conducted on a high-fidelity, programmable NICU baby mannequin. We designed a signal processing pipeline to convert raw time-series signals into parameters including RR, rise and fall time, and comparison metrics. The results of the experiments showed that the relative accuracies of hand-stitched sensors were 98.68 (top sensor) and 98.07 (bottom sensor), while the accuracies of embroidered sensors were 99.37 (left sensor) and 99.39 (right sensor) for the 60 BrPM test case. The presented prototype system shows promising results and demands more research on textile design, human factors, and human experimentation. Springer US 2021-07-17 2022 /pmc/articles/PMC8286045/ /pubmed/34306304 http://dx.doi.org/10.1007/s11265-021-01669-9 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Cay, Gozde Ravichandran, Vignesh Saikia, Manob Jyoti Hoffman, Laurie Laptook, Abbot Padbury, James Salisbury, Amy L. Gitelson-Kahn, Anna Venkatasubramanian, Krishna Shahriari, Yalda Mankodiya, Kunal An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation |
title | An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation |
title_full | An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation |
title_fullStr | An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation |
title_full_unstemmed | An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation |
title_short | An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation |
title_sort | e-textile respiration sensing system for nicu monitoring: design and validation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8286045/ https://www.ncbi.nlm.nih.gov/pubmed/34306304 http://dx.doi.org/10.1007/s11265-021-01669-9 |
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