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An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation
Gozde Cay1, Vignesh Ravichandran1, Manob Jyoti Saikia1,2
1Department of Electrical, Computer, and Biomedical Engineering, University of Rhode Island, Kingston, RI USA.
Insights
This study introduces a smart textile pressure sensor system for accurate, noninvasive respiration rate monitoring in Neonatal Intensive Care Units (NICUs). The system offers a comfortable alternative to traditional electrodes, reducing infant skin injury and improving monitoring quality.
Area of Science:
- Biomedical Engineering
- Textile Science
- Neonatal Care
Background:
- Preterm infants in Neonatal Intensive Care Units (NICUs) require continuous monitoring.
- Current methods using wired electrodes with adhesives can cause skin irritation and discomfort.
- Respiration rate (RR) monitoring from electrocardiograms (ECG) presents accuracy challenges.
Purpose of the Study:
- To design and validate a smart textile pressure sensor system for noninvasive respiration rate monitoring in NICU settings.
- To address the limitations of traditional skin-adhering electrodes.
- To improve the accuracy and clinical quality of RR monitoring for premature infants.
Main Methods:
- Developed two piezoresistive e-textile pressure sensors using Velostat material.
- Integrated sensors via hand-stitching and industrial embroidery onto different fabric bases.
- Utilized a data acquisition system and signal processing pipeline for validation on a NICU baby mannequin.
Main Results:
- Achieved high relative accuracies for hand-stitched sensors (98.68% and 98.07%).
- Demonstrated superior accuracies with embroidered sensors (99.37% and 99.39%) at 60 breaths per minute.
- The prototype system showed promising results for noninvasive RR monitoring.
Conclusions:
- The smart textile sensor system offers a viable, noninvasive alternative for neonatal respiration monitoring.
- Further research is needed in textile design, human factors, and clinical trials.
- This technology has the potential to enhance infant comfort and monitoring efficacy in NICUs.
Abstract:
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.
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