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Reliability of a Low-Cost Chest Strap to Estimate Short-Term and Ultra-Short-Term Heart Rate Variability Measures in Response to Emotionally Valenced Stimuli

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Reliability of a Low-Cost Chest Strap to Estimate Short-Term and Ultra-Short-Term Heart Rate Variability Measures in Response to Emotionally Valenced Stimuli

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dc.contributor.author Maza, Anny es_ES
dc.contributor.author Goizueta, Sandra es_ES
dc.contributor.author Llorens Rodríguez, Roberto es_ES
dc.date.accessioned 2024-07-17T18:08:12Z
dc.date.available 2024-07-17T18:08:12Z
dc.date.issued 2024-03-15 es_ES
dc.identifier.issn 1530-437X es_ES
dc.identifier.uri http://hdl.handle.net/10251/206287
dc.description.abstract [EN] The heart rate variability (HRV), which represents the time variation between consecutive heartbeats, has been presented as an indicator of how the cardiovascular and nervous systems respond to changing emotional states. A huge variety of affordable wearable devices has become available and provide the HRV with presumed accuracy. A few exploratory studies have investigated the reliability of these devices under different conditions, but their reliability under emotional stimulation is unknown. This study investigated the reliability, described by the similarity and agreement with a five-lead cardiac monitor, of a widely used low-cost chest strap to detect HRV responses in 29 subjects to emotionally valenced stimuli in short-term and ultra-short-term conditions. The HRV was recorded with both the chest strap and the cardiac monitor. The similarity between devices was evaluated based on the cross-correlation of the time series recorded by them and the statistical differences between the measures estimated from the recorded time-series of both devices. The agreement between measures from both devices was investigated with the intraclass correlation coefficient (ICC) and Bland-Altman plots. Our results showed that the signals recorded by both devices were highly correlated and there were no significant discrepancies between the measures derived from both devices either under short-term or ultra-short-term conditions. Additionally, all time-, and frequency- and nonlinear measures demonstrated strong to excellent agreement. This evidence suggests that the low-cost chest strap can be a reliable alternative for estimating short-term and ultra-short-term HRV measures related to time, frequency, and also nonlinear measures. es_ES
dc.description.sponsorship This work was supported in part by the Conselleria d'Innovacio, Universitats, Ciencia i Societat Digital of Generalitat Valenciana under Grant CIDEXG/2022/15 and in part by the Ministerio de Ciencia e Innovacion under Grant PID2022-141498OA-I00. es_ES
dc.language Inglés es_ES
dc.publisher Institute of Electrical and Electronics Engineers es_ES
dc.relation.ispartof IEEE Sensors Journal es_ES
dc.rights Reconocimiento (by) es_ES
dc.subject Agreement es_ES
dc.subject Emotion recognition es_ES
dc.subject Heart rate variability (HRV) es_ES
dc.subject Low-cost devices es_ES
dc.subject Reliability es_ES
dc.subject Wearable devices es_ES
dc.title Reliability of a Low-Cost Chest Strap to Estimate Short-Term and Ultra-Short-Term Heart Rate Variability Measures in Response to Emotionally Valenced Stimuli es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1109/JSEN.2024.3359301 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2022-141498OA-I00/ES/AUMENTO DE LA MEJORA NEUROLOGICA A TRAVES DE LA ESTIMULACION MULTIMODAL/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/GVA//CIDEXG%2F2022%2F15/ es_ES
dc.rights.accessRights Abierto es_ES
dc.description.bibliographicCitation Maza, A.; Goizueta, S.; Llorens Rodríguez, R. (2024). Reliability of a Low-Cost Chest Strap to Estimate Short-Term and Ultra-Short-Term Heart Rate Variability Measures in Response to Emotionally Valenced Stimuli. IEEE Sensors Journal. 24(6):8008-8014. https://doi.org/10.1109/JSEN.2024.3359301 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1109/JSEN.2024.3359301 es_ES
dc.description.upvformatpinicio 8008 es_ES
dc.description.upvformatpfin 8014 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 24 es_ES
dc.description.issue 6 es_ES
dc.relation.pasarela S\522320 es_ES
dc.contributor.funder Generalitat Valenciana es_ES
dc.contributor.funder Agencia Estatal de Investigación es_ES


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