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Is it Feasible to Use a Low-Cost Wearable Sensor for Heart Rate Monitoring within an Upper Limb Training in Spinal Cord Injured Patients?: A Pilot Study

(1) Background: Cervical spinal cord injury (SCI) patients have impairment in the autonomic nervous system, reflected in the cardiovascular adaption level during the performance of upper limb (UL) activities carried out in the rehabilitation process. This adaption level could be measured from the he...

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Autores principales: Salas-Monedero, Miriam, Lozano-Berrio, Vicente, Cazorla-Martínez, María-Jesús, Ceruelo-Abajo, Silvia, Gil-Agudo, Ángel, Hernández-Sánchez, Sonsoles, Jiménez-Díaz, José-Fernando, DelosReyes-Guzmán, Ana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9774606/
https://www.ncbi.nlm.nih.gov/pubmed/36550969
http://dx.doi.org/10.3390/bioengineering9120763
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author Salas-Monedero, Miriam
Lozano-Berrio, Vicente
Cazorla-Martínez, María-Jesús
Ceruelo-Abajo, Silvia
Gil-Agudo, Ángel
Hernández-Sánchez, Sonsoles
Jiménez-Díaz, José-Fernando
DelosReyes-Guzmán, Ana
author_facet Salas-Monedero, Miriam
Lozano-Berrio, Vicente
Cazorla-Martínez, María-Jesús
Ceruelo-Abajo, Silvia
Gil-Agudo, Ángel
Hernández-Sánchez, Sonsoles
Jiménez-Díaz, José-Fernando
DelosReyes-Guzmán, Ana
author_sort Salas-Monedero, Miriam
collection PubMed
description (1) Background: Cervical spinal cord injury (SCI) patients have impairment in the autonomic nervous system, reflected in the cardiovascular adaption level during the performance of upper limb (UL) activities carried out in the rehabilitation process. This adaption level could be measured from the heart rate (HR) by means of wearable technologies. Therefore, the objective was to analyze the feasibility of using Xiaomi Mi Band 5 wristband (XMB5) for HR monitoring in these patients during the performance of UL activities; (2) Methods: The HR measurements obtained from XMB5 were compared to those obtained by the professional medical equipment Nonin LifeSense II capnograph and pulse oximeter (NLII) in static and dynamic conditions. Then, four healthy people and four cervical SCI patients performed a UL training based on six experimental sessions; (3) Results: the correlation between the HR measurements from XMB5 and NLII devices was strong and positive in healthy people (r = 0.921 and r = 0.941 (p < 0.01) in the static and dynamic conditions, respectively). Then, XMB5 was used within the experimental sessions, and the HR oscillation range measured was significantly higher in healthy individuals than in patients; (4) Conclusions: The XMB5 seems to be feasible for measuring the HR in this biomedical application in SCI patients.
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spelling pubmed-97746062022-12-23 Is it Feasible to Use a Low-Cost Wearable Sensor for Heart Rate Monitoring within an Upper Limb Training in Spinal Cord Injured Patients?: A Pilot Study Salas-Monedero, Miriam Lozano-Berrio, Vicente Cazorla-Martínez, María-Jesús Ceruelo-Abajo, Silvia Gil-Agudo, Ángel Hernández-Sánchez, Sonsoles Jiménez-Díaz, José-Fernando DelosReyes-Guzmán, Ana Bioengineering (Basel) Article (1) Background: Cervical spinal cord injury (SCI) patients have impairment in the autonomic nervous system, reflected in the cardiovascular adaption level during the performance of upper limb (UL) activities carried out in the rehabilitation process. This adaption level could be measured from the heart rate (HR) by means of wearable technologies. Therefore, the objective was to analyze the feasibility of using Xiaomi Mi Band 5 wristband (XMB5) for HR monitoring in these patients during the performance of UL activities; (2) Methods: The HR measurements obtained from XMB5 were compared to those obtained by the professional medical equipment Nonin LifeSense II capnograph and pulse oximeter (NLII) in static and dynamic conditions. Then, four healthy people and four cervical SCI patients performed a UL training based on six experimental sessions; (3) Results: the correlation between the HR measurements from XMB5 and NLII devices was strong and positive in healthy people (r = 0.921 and r = 0.941 (p < 0.01) in the static and dynamic conditions, respectively). Then, XMB5 was used within the experimental sessions, and the HR oscillation range measured was significantly higher in healthy individuals than in patients; (4) Conclusions: The XMB5 seems to be feasible for measuring the HR in this biomedical application in SCI patients. MDPI 2022-12-03 /pmc/articles/PMC9774606/ /pubmed/36550969 http://dx.doi.org/10.3390/bioengineering9120763 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Salas-Monedero, Miriam
Lozano-Berrio, Vicente
Cazorla-Martínez, María-Jesús
Ceruelo-Abajo, Silvia
Gil-Agudo, Ángel
Hernández-Sánchez, Sonsoles
Jiménez-Díaz, José-Fernando
DelosReyes-Guzmán, Ana
Is it Feasible to Use a Low-Cost Wearable Sensor for Heart Rate Monitoring within an Upper Limb Training in Spinal Cord Injured Patients?: A Pilot Study
title Is it Feasible to Use a Low-Cost Wearable Sensor for Heart Rate Monitoring within an Upper Limb Training in Spinal Cord Injured Patients?: A Pilot Study
title_full Is it Feasible to Use a Low-Cost Wearable Sensor for Heart Rate Monitoring within an Upper Limb Training in Spinal Cord Injured Patients?: A Pilot Study
title_fullStr Is it Feasible to Use a Low-Cost Wearable Sensor for Heart Rate Monitoring within an Upper Limb Training in Spinal Cord Injured Patients?: A Pilot Study
title_full_unstemmed Is it Feasible to Use a Low-Cost Wearable Sensor for Heart Rate Monitoring within an Upper Limb Training in Spinal Cord Injured Patients?: A Pilot Study
title_short Is it Feasible to Use a Low-Cost Wearable Sensor for Heart Rate Monitoring within an Upper Limb Training in Spinal Cord Injured Patients?: A Pilot Study
title_sort is it feasible to use a low-cost wearable sensor for heart rate monitoring within an upper limb training in spinal cord injured patients?: a pilot study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9774606/
https://www.ncbi.nlm.nih.gov/pubmed/36550969
http://dx.doi.org/10.3390/bioengineering9120763
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