Publicado:
2023-10-15Número:
Vol. 17 Núm. 2 (2023)Sección:
Visión de CasoDiseño de una solución basada en computación en la nube para el telemonitoreo de saturación de oxígeno y frecuencia cardiaca en tiempo real
Design of a cloud computing-based solution for real-time oxygen saturation and heart rate telemonitoring
Palabras clave:
Cloud, design, heart rate, oxygen saturation, telemonitoring, vital signs (en).Palabras clave:
nube, saturación de oxigeno, signos vitales, telemonitoreo (es).Descargas
Resumen (es)
El presente articulo propone un diseño arquitectural basado en computación en la nube ofreciendo un espacio digital que integra todo lo necesario para dar solución a necesidades al servicio sanitario específicamente para realizar telemonitoreo frecuencia cardiaca y saturación de oxígeno en tiempo real. los clientes de atención médica y ciencias de la vida que buscan agregar datos de múltiples fuentes para determinar la condición de un paciente donde se desarrolló un prototipo de software de telemonitoreo que utiliza datos agregados que conducen a una mejor comprensión de la condición del paciente ofreciendo la capacidad de modelar la progresión de la condición subyacente, lo que eventualmente brinda el potencial de predecir el inicio de las afecciones. Este trabajo sienta las bases para continuar con la exploración de nuevos mecanismos para extraer datos de dispositivos médicos, aplicaciones móviles e incluso chips en nuestros cuerpos para diagnosticar la salud del paciente de manera más rápida.
Palabras clave: diseño, frecuencia cardiaca, nube, saturación de oxígeno, signos vitales telemonitoreo.
Resumen (en)
This article proposes an architectural design based on cloud computing, offering a digital space that integrates everything necessary to provide a solution to the needs of the health service, specifically for real-time heart rate and oxygen saturation telemonitoring. healthcare and life sciences clients looking to aggregate data from multiple sources to determine a patient's condition where a telemonitoring software prototype was developed that uses aggregated data leading to a better understanding of the patient's condition by offering the ability to model the progression of the underlying condition, eventually providing the potential to predict the onset of conditions. This work lays the groundwork to continue exploring new mechanisms to extract data from medical devices, mobile applications, and even chips in our bodies to diagnose patient health more quickly.
Referencias
D. Moher et al., "Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement," PLoS Medicine, vol. 6, no. 7, Jul. 2009. https://doi.org/10.1371/journal.pmed.1000097
R. Buyya, J. Broberg, and A. M. Goscinski, "Cloud Computing: Principles and Paradigms," 1st ed. Wiley, 2011. https://doi.org/10.1002/9780470940105
F. Berman, G. Fox, and A. J. G. Hey, "Grid Computing: Making the Global Infrastructure a Reality," 1st ed. Wiley, 2003. https://doi.org/10.1002/0470867167.ch0
J. J. D. Rojas and L. E. Aparicio, "Una revisión sistemática para el diseño de una solución en nube de telemonitoreo de signos vitales en tiempo real," LACCEI, 2023.
M. Shu, M. Tang, M. Yang, and N. Wei, "The vital signs real-time monitoring system based on Internet of things," in Proceedings - 2017 4th International Conference on Information Science and Control Engineering, ICISCE 2017, Institute of Electrical and Electronics Engineers Inc., Nov. 2017, pp. 747-751. https://doi.org/10.1109/ICISCE.2017.160
A. El Attaoui, S. Kaissari, A. Jilbab, and A. Bourouhou, "Wearable Wireless Sensors Node for Heart Activity Telemonitoring," in 2020 International Conference on Electrical and Information Technologies, ICEIT 2020, Institute of Electrical and Electronics Engineers Inc., Mar. 2020. https://doi.org/10.1109/ICEIT48248.2020.9113208
IEEE, "Information & Communication Technologies (ICT), 2013 IEEE Conference on," 11-12, 2013: [Noorul Islam University, Nagercoil, India]. IEEE, 2013.
B. Yip et al., "Blood Pressure Management with Data Capturing in the Cloud among Hypertensive Patients: A Monitoring Platform for Hypertensive Patients," in Proceedings - 2015 IEEE International Congress on Big Data, BigData Congress 2015, Institute of Electrical and Electronics Engineers Inc., Aug. 2015, pp. 305-308. https://doi.org/10.1109/BigDataCongress.2015.50
N. Burioka, "Telemonitoring of home oxygen therapy: A review of the state of the art and introduction of a new cloud-based system," Yonago Acta Med, vol. 63, no. 4, pp. 239-245, 2020. https://doi.org/10.33160/yam.2020.11.001
IEEE, "Information & Communication Technologies (ICT), 2013 IEEE Conference on," 11-12, 2013: [Noorul Islam University, Nagercoil, India]. IEEE, 2013.
K. N. Swaroop et al., "A health monitoring system for vital signs using IoT," Internet of Things (Netherlands), vol. 5, pp. 116-129, Mar. 2019. https://doi.org/10.1016/j.iot.2019.01.004
Y. Fu and J. Liu, "System Design for Wearable Blood Oxygen Saturation and Pulse Measurement Device," Procedia Manuf, vol. 3, pp. 1187-1194, 2015. https://doi.org/10.1016/j.promfg.2015.07.197
IEEE, "2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)," IEEE, 2020.
A. R. M. Forkan, I. Khalil, and M. Atiquzzaman, "ViSiBiD: A learning model for early discovery and real- time prediction of severe clinical events using vital signs as big data," Computer Networks, vol. 113, pp. 244-257, Feb. 2017. https://doi.org/10.1016/j.comnet.2016.12.019
M. K. Hassan et al., "Intelligent hybrid remote patient- monitoring model with cloud-based framework for knowledge discovery," Computers and Electrical Engineering, vol. 70, pp. 1034-1048, Aug. 2018. https://doi.org/10.1016/j.compeleceng.2018.02.032
M. E. Haveman et al., "Continuous monitoring of vital signs with the Everion biosensor on the surgical ward: a clinical validation study," Expert Rev Med Devices, vol. 18, no. sup1, pp. 145-152, 2021. https://doi.org/10.1080/17434440.2021.2019014
F. H. Cherif, L. H. Cherif, M. Benabdellah, and G. Nassar, "Monitoring driver health status in real time," Review of Scientific Instruments, vol. 91, no. 3. American Institute of Physics Inc., Mar. 01, 2020. https://doi.org/10.1063/1.5098308
M. E. Haveman et al., "Continuous Monitoring of Vital Signs With Wearable Sensors During Daily Life Activities: Validation Study," JMIR Form Res, vol. 6, no. 1, Jan. 2022. https://doi.org/10.2196/30863
G. J. Lakshmi, M. Ghonge, and A. J. Obaid, "Cloud based iot smart healthcare system for remote patient monitoring," EAI Endorsed Trans Pervasive Health Technol, vol. 7, no. 28, 2021. https://doi.org/10.4108/eai.15-7-2021.170296
K. H. Sanjaya et al., "Low-Cost Multimodal Physiological Telemonitoring System through Internet of Things," Jurnal Elektronika dan Telekomunikasi, vol. 21, no. 1, p. 55, Aug. 2021. https://doi.org/10.14203/jet.v21.55-63
R. Muñiz et al., "A smart band for automatic supervision of restrained patients in a hospital environment," Sensors (Switzerland), vol. 20, no. 18. MDPI AG, pp. 1-12, Sep. 02, 2020. https://doi.org/10.3390/s20185211
P. Debnath, A. Mahmud, A. K. Hossain, and I. Rahman, "Design And Application Of Iot Based Real-Time Patient Telemonitoring System Using Biomedical Sensor Network," 2021. https://doi.org/10.21203/rs.3.rs-372889/v1
A. I. Siam et al., “Secure Health Monitoring Communication Systems Based on IoT and Cloud Computing for Medical Emergency Applications,” Comput Intell Neurosci, vol. 2021, https://doi.org/10.1155/2021/8016525
I. Sundara, S. Rao, R. Krishna, and D. Reddy, “Iot Based Smart Health Care Monitoring System Lithium Ion batteries case studies View project,” 2019.
F. A. Escobar Revelo, V. H. Mosquera Leyton, and C. F. Rengifo Rodas, “Electrical Impedance Tomography: Hardware Fundamentals And Medical Applications”, ing. Solidar, vol. 16, no. 3, Sep. 2020, https://doi.org/10.16925/2357-6014.2020.03.02
Cómo citar
APA
ACM
ACS
ABNT
Chicago
Harvard
IEEE
MLA
Turabian
Vancouver
Descargar cita
Visitas
Descargas
Licencia
Derechos de autor 2023 Visión electrónica
Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial 4.0.
.png)
atribución- no comercial 4.0 International
.jpg)
