» Articles » PMID: 38063634

Recent Advances and Applications of Textile Technology in Patient Monitoring

Overview
Specialty Health Services
Date 2023 Dec 8
PMID 38063634
Authors
Affiliations
Soon will be listed here.
Abstract

Sleep monitoring has become a prevalent area of research where body position and physiological data, such as heart rate and respiratory rate, are monitored. Numerous critical health problems are associated with poor sleep, such as pressure sore development, sleep disorders, and low sleep quality, which can lead to an increased risk of falls, cardiovascular diseases, and obesity. Current monitoring systems can be costly, laborious, and taxing on hospital resources. This paper reviews the most recent solutions for contactless textile technology in the form of bed sheets or mats to monitor body positions, vital signs, and sleep, both commercially and in the literature. This paper is organized into four categories: body position and movement monitoring, physiological monitoring, sleep monitoring, and commercial products. A detailed performance evaluation was carried out, considering the detection accuracy as well as the sensor types and algorithms used. The areas that need further research and the challenges for each category are discussed in detail.

Citing Articles

Agreement between Vital Signs Measured Using Mat-Type Noncontact Sensors and Those from Conventional Clinical Assessment.

Shimotori D, Otaka E, Sato K, Takasugi M, Yamakawa N, Shimizu A Healthcare (Basel). 2024; 12(12).

PMID: 38921307 PMC: 11203301. DOI: 10.3390/healthcare12121193.

References
1.
Lee H, Hwang S, Yoon H, Lee W, Park K . Heart Rate Variability Monitoring during Sleep Based on Capacitively Coupled Textile Electrodes on a Bed. Sensors (Basel). 2015; 15(5):11295-311. PMC: 4481948. DOI: 10.3390/s150511295. View

2.
Diao H, Chen C, Yuan W, Amara A, Tamura T, Fan J . Deep Residual Networks for Sleep Posture Recognition With Unobtrusive Miniature Scale Smart Mat System. IEEE Trans Biomed Circuits Syst. 2021; 15(1):111-121. DOI: 10.1109/TBCAS.2021.3053602. View

3.
Edouard P, Campo D, Bartet P, Yang R, Bruyneel M, Roisman G . Validation of the Withings Sleep Analyzer, an under-the-mattress device for the detection of moderate-severe sleep apnea syndrome. J Clin Sleep Med. 2021; 17(6):1217-1227. PMC: 8314651. DOI: 10.5664/jcsm.9168. View

4.
Huang W, Bulut M, Lieshout R, Dellimore K . Exploration of using a pressure sensitive mat for respiration rate and heart rate estimation. Annu Int Conf IEEE Eng Med Biol Soc. 2021; 2021:298-301. DOI: 10.1109/EMBC46164.2021.9629997. View

5.
Oksenberg A, Khamaysi I, Silverberg D, Tarasiuk A . Association of body position with severity of apneic events in patients with severe nonpositional obstructive sleep apnea. Chest. 2000; 118(4):1018-24. DOI: 10.1378/chest.118.4.1018. View