Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT)

Oscar Pinzón Cadena; Cesar Garcia Preciado; Angelmiro Nuñez Cruz; Nidia Patricia Córdoba Hernández; Alexandra Beltran; Jefferson Sarmiento-Rojas; Daniel Alejandro Quiroga-Torres; Oscar Julian Perdomo Charry; Pedro Antonio Aya-Parra

doi:10.1007/978-3-030-30648-9_171

Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT)

Título traducido de la contribución: Monitorización de variables críticas en el servicio de imagen desde el Internet de las Cosas (IoT)

Oscar Pinzón Cadena
, Cesar Garcia Preciado
, Angelmiro Nuñez Cruz
, Nidia Patricia Córdoba Hernández
, Alexandra Beltran
, Jefferson Sarmiento-Rojas
, Daniel Alejandro Quiroga-Torres
, Oscar Julian Perdomo Charry
, Pedro Antonio Aya-Parra

Producción científica: Capítulo en Libro/Informe › Contribución a la conferencia

1 Cita (Scopus)

Resumen

La simultaneidad entre las actuales tecnologías de la información y la comunicación (TIC), que con la actual revolución industrial catalogada como 4.0, pretende que todos los objetos cotidianos con los que interactúa una persona permitan proporcionar información relevante de un entorno concreto a través de Internet. El campo de la medicina y más concretamente, los dispositivos médicos nos permiten contemplar una visión compartida de sensores interconectados que pueden mejorar los servicios de atención médica, con la posibilidad de la aparición de nuevas tecnologías como el Internet de las Cosas (IoT) que prometen ser el campo a seguir en un futuro próximo. En este trabajo se ofrece una aproximación a la implementación de un sistema de monitorización en tiempo real sobre las principales variables de una Tomografía Axial Computerizada (TAC) en el servicio de diagnóstico por imagen de un hospital de cuarto nivel a través del IoT. La información obtenida sobre los diferentes sensores implementados en el equipo médico, sugirió información relevante sobre la importancia del monitoreo de las principales variables que están directamente relacionadas con las especificaciones de funcionamiento sugeridas por el fabricante del equipo médico. Los datos recolectados fueron analizados utilizando la prueba diagnóstica de «regresión» como estrategia probabilística para buscar un valor predictivo que sugiera una posible falla del equipo médico. Los resultados mostraron que la información recolectada sugiere la importancia de monitorear continuamente los parámetros de operación del CAT dado el comportamiento de algunos datos atípicos que se obtuvieron, aunque no hubo falla en la ventana de tiempo en que se realizó el CAT.

Título traducido de la contribución	Monitorización de variables críticas en el servicio de imagen desde el Internet de las Cosas (IoT)
Idioma original	Inglés estadounidense
Título de la publicación alojada	8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019
Editores	César A. González Díaz, Christian Chapa González, Eric Laciar Leber, Hugo A. Vélez, Norma P. Puente, Dora-Luz Flores, Adriano O. Andrade, Héctor A. Galván, Fabiola Martínez, Renato García, Citlalli J. Trujillo, Aldo R. Mejía
Editorial	Springer
Páginas	1326-1332
Número de páginas	7
ISBN (versión impresa)	9783030306472
DOI	https://doi.org/10.1007/978-3-030-30648-9_171
Estado	Publicada - ene 1 2020
Evento	8th Latin American Conference on Biomedical Engineering and the 42nd National Conference on Biomedical Engineering, CLAIB-CNIB 2019 - Cancún, México Duración: oct 2 2019 → oct 5 2019

Serie de la publicación

Nombre	IFMBE Proceedings
Volumen	75
ISSN (versión impresa)	1680-0737
ISSN (versión digital)	1433-9277

Conferencia

Conferencia	8th Latin American Conference on Biomedical Engineering and the 42nd National Conference on Biomedical Engineering, CLAIB-CNIB 2019
País/Territorio	México
Ciudad	Cancún
Período	10/2/19 → 10/5/19

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

ODS 9: Industria, innovación e infraestructura

Áreas temáticas de ASJC Scopus

Bioingeniería
Ingeniería biomédica

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10.1007/978-3-030-30648-9_171

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Cadena, O. P., Preciado, C. G., Cruz, A. N., Hernández, N. P. C., Beltran, A., Sarmiento-Rojas, J., Quiroga-Torres, D. A., Perdomo Charry, O. J., & Aya-Parra, P. A. (2020). Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT). En C. A. González Díaz, C. Chapa González, E. Laciar Leber, H. A. Vélez, N. P. Puente, D.-L. Flores, A. O. Andrade, H. A. Galván, F. Martínez, R. García, C. J. Trujillo, & A. R. Mejía (Eds.), 8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019 (pp. 1326-1332). (IFMBE Proceedings; Vol. 75). Springer. https://doi.org/10.1007/978-3-030-30648-9_171

Cadena, Oscar Pinzón ; Preciado, Cesar Garcia ; Cruz, Angelmiro Nuñez et al. / Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT). 8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019. editor / César A. González Díaz ; Christian Chapa González ; Eric Laciar Leber ; Hugo A. Vélez ; Norma P. Puente ; Dora-Luz Flores ; Adriano O. Andrade ; Héctor A. Galván ; Fabiola Martínez ; Renato García ; Citlalli J. Trujillo ; Aldo R. Mejía. Springer, 2020. pp. 1326-1332 (IFMBE Proceedings).

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title = "Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT)",

abstract = "The simultaneity between the current information and communication technologies (ICT), which with the current industrial revolution classified as 4.0, aims that all the everyday objects with which a person interacts allow to provide relevant information of a specific environment through Internet. The field of medicine and more specifically, medical devices allow us to contemplate a shared vision of interconnected sensors that can improve medical care services, with the possibility of the appearance of new technologies such as the Internet of Things (IoT) promise to be the field to follow in the near future. This paper offers an approach to the implementation of a real-time monitoring system on the main variables of a Computerized Axial Tomography (CAT) in the imaging service of a fourth level hospital through the IoT. The information obtained about the different sensors implemented in the medical team, suggested relevant information about the importance of monitoring the main variables that are directly related to the operating specifications suggested by the manufacturer of the medical equipment. The data collected were analyzed using the “regression” diagnostic test as a probabilistic strategy to look for a predictive value that suggests a possible failure of the medical team. The results showed that the information collected suggests the importance of monitoring the operating parameters of the CAT continuously given the behavior of some atypical data that were obtained, although there was no failure in the time window where the CAT was performed.",

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Cadena, OP, Preciado, CG, Cruz, AN, Hernández, NPC, Beltran, A, Sarmiento-Rojas, J, Quiroga-Torres, DA, Perdomo Charry, OJ & Aya-Parra, PA 2020, Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT). En CA González Díaz, C Chapa González, E Laciar Leber, HA Vélez, NP Puente, D-L Flores, AO Andrade, HA Galván, F Martínez, R García, CJ Trujillo & AR Mejía (eds.), 8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019. IFMBE Proceedings, vol. 75, Springer, pp. 1326-1332, 8th Latin American Conference on Biomedical Engineering and the 42nd National Conference on Biomedical Engineering, CLAIB-CNIB 2019, Cancún, México, 10/2/19. https://doi.org/10.1007/978-3-030-30648-9_171

Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT). / Cadena, Oscar Pinzón; Preciado, Cesar Garcia; Cruz, Angelmiro Nuñez et al.
8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019. ed. / César A. González Díaz; Christian Chapa González; Eric Laciar Leber; Hugo A. Vélez; Norma P. Puente; Dora-Luz Flores; Adriano O. Andrade; Héctor A. Galván; Fabiola Martínez; Renato García; Citlalli J. Trujillo; Aldo R. Mejía. Springer, 2020. p. 1326-1332 (IFMBE Proceedings; Vol. 75).

Producción científica: Capítulo en Libro/Informe › Contribución a la conferencia

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T1 - Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT)

AU - Cadena, Oscar Pinzón

AU - Preciado, Cesar Garcia

AU - Cruz, Angelmiro Nuñez

AU - Hernández, Nidia Patricia Córdoba

AU - Beltran, Alexandra

AU - Sarmiento-Rojas, Jefferson

AU - Quiroga-Torres, Daniel Alejandro

AU - Perdomo Charry, Oscar Julian

AU - Aya-Parra, Pedro Antonio

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N2 - The simultaneity between the current information and communication technologies (ICT), which with the current industrial revolution classified as 4.0, aims that all the everyday objects with which a person interacts allow to provide relevant information of a specific environment through Internet. The field of medicine and more specifically, medical devices allow us to contemplate a shared vision of interconnected sensors that can improve medical care services, with the possibility of the appearance of new technologies such as the Internet of Things (IoT) promise to be the field to follow in the near future. This paper offers an approach to the implementation of a real-time monitoring system on the main variables of a Computerized Axial Tomography (CAT) in the imaging service of a fourth level hospital through the IoT. The information obtained about the different sensors implemented in the medical team, suggested relevant information about the importance of monitoring the main variables that are directly related to the operating specifications suggested by the manufacturer of the medical equipment. The data collected were analyzed using the “regression” diagnostic test as a probabilistic strategy to look for a predictive value that suggests a possible failure of the medical team. The results showed that the information collected suggests the importance of monitoring the operating parameters of the CAT continuously given the behavior of some atypical data that were obtained, although there was no failure in the time window where the CAT was performed.

AB - The simultaneity between the current information and communication technologies (ICT), which with the current industrial revolution classified as 4.0, aims that all the everyday objects with which a person interacts allow to provide relevant information of a specific environment through Internet. The field of medicine and more specifically, medical devices allow us to contemplate a shared vision of interconnected sensors that can improve medical care services, with the possibility of the appearance of new technologies such as the Internet of Things (IoT) promise to be the field to follow in the near future. This paper offers an approach to the implementation of a real-time monitoring system on the main variables of a Computerized Axial Tomography (CAT) in the imaging service of a fourth level hospital through the IoT. The information obtained about the different sensors implemented in the medical team, suggested relevant information about the importance of monitoring the main variables that are directly related to the operating specifications suggested by the manufacturer of the medical equipment. The data collected were analyzed using the “regression” diagnostic test as a probabilistic strategy to look for a predictive value that suggests a possible failure of the medical team. The results showed that the information collected suggests the importance of monitoring the operating parameters of the CAT continuously given the behavior of some atypical data that were obtained, although there was no failure in the time window where the CAT was performed.

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A2 - Laciar Leber, Eric

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A2 - Galván, Héctor A.

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Cadena OP, Preciado CG, Cruz AN, Hernández NPC, Beltran A, Sarmiento-Rojas J et al. Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT). En González Díaz CA, Chapa González C, Laciar Leber E, Vélez HA, Puente NP, Flores DL, Andrade AO, Galván HA, Martínez F, García R, Trujillo CJ, Mejía AR, editores, 8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019. Springer. 2020. p. 1326-1332. (IFMBE Proceedings). Epub 2019 oct 1. doi: 10.1007/978-3-030-30648-9_171

Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT)

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