A Proof-of-Concept Study on Smart Gloves for Real-Time Chest Compression Performance Monitoring

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorGuridi Sotomayor, Sofiaen_US
dc.contributor.authorMauranen, Henryen_US
dc.contributor.authorPouta, Emmien_US
dc.contributor.authorSemjonova, Gunaen_US
dc.contributor.authorTewelde Kahsay, Desaleen_US
dc.contributor.authorSouza Leite, Claytonen_US
dc.contributor.authorRosio, Riittaen_US
dc.contributor.authorPeltonen, Laura-Mariaen_US
dc.contributor.authorTommila, Mirettaen_US
dc.contributor.authorSalanterä, Sannaen_US
dc.contributor.authorXiao, Yuen_US
dc.contributor.departmentDepartment of Designen
dc.contributor.departmentDepartment of Information and Communications Engineeringen
dc.contributor.groupauthorFashion/Textile Futuresen
dc.contributor.groupauthorMobile Cloud Computingen
dc.contributor.organizationUniversity of Turkuen_US
dc.contributor.organizationRiga Stradins Universityen_US
dc.date.accessioned2024-03-06T10:30:17Z
dc.date.available2024-03-06T10:30:17Z
dc.date.issued2024-02-02en_US
dc.description.abstractCorrectly performed Cardiopulmonary Resuscitation (CPR) is a critical element in preventing deaths caused by cardiac arrest (CA). To improve the outcomes and quality of CPR, stand-alone devices that monitor the performance and provide feedback have been developed. However, these devices have multiple limitations due to their rigidity and stiffness. Furthermore, most of the devices do not account for complete chest recoil as a metric of quality CPR, reducing the quality of compressions. To overcome these limitations, this study proposes smart gloves equipped with e-textiles-based pressure sensors and inertial measurement units (IMUs) to monitor the quality adult CPR in real-time. The prototype development combined data-driven design and Research Through Design (RtD) methods, taking into account not only the accuracy but also the usability of the smart gloves. A preliminary study with nine participants performing CPR on a doll was conducted to evaluate the accuracy and wearability of the smart gloves. Study results show that the smart gloves accurately detect chest compression parameters, including compression depth, compression rate, chest recoil and interruption between compressions based on the intelligent fusion of pressure sensors and IMUs. In addition, the newly developed smart gloves are lightweight, hand adaptable, and easily replicable as an alternative for hard case devices. The design methods used in this study can be applied to design other accessible and comfortable wearable devices in healthcare settings.en
dc.description.versionPeer revieweden
dc.format.extent14
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationGuridi Sotomayor, S, Mauranen, H, Pouta, E, Semjonova, G, Tewelde Kahsay, D, Souza Leite, C, Rosio, R, Peltonen, L-M, Tommila, M, Salanterä, S & Xiao, Y 2024, 'A Proof-of-Concept Study on Smart Gloves for Real-Time Chest Compression Performance Monitoring', IEEE Access, vol. 12, pp. 22331-22344. https://doi.org/10.1109/ACCESS.2024.3361663en
dc.identifier.doi10.1109/ACCESS.2024.3361663en_US
dc.identifier.issn2169-3536
dc.identifier.otherPURE UUID: 189e4172-ab6a-4713-a689-3db68930cde3en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/189e4172-ab6a-4713-a689-3db68930cde3en_US
dc.identifier.otherPURE LINK: http://www.scopus.com/inward/record.url?scp=85184336018&partnerID=8YFLogxK
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/136860637/A_Proof-of-Concept_Study_on_Smart_Gloves_for_Real-Time_Chest_Compression_Performance_Monitoring.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/126873
dc.identifier.urnURN:NBN:fi:aalto-202403062508
dc.language.isoenen
dc.publisherIEEE
dc.relation.ispartofseriesIEEE Accessen
dc.relation.ispartofseriesVolume 12, pp. 22331-22344en
dc.rightsopenAccessen
dc.subject.keywordHealthcare technologyen_US
dc.subject.keywordMotion measurementen_US
dc.subject.keywordSmart textilesen_US
dc.subject.keywordWearable sensoren_US
dc.titleA Proof-of-Concept Study on Smart Gloves for Real-Time Chest Compression Performance Monitoringen
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion

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