Control of Type 1 and 2 Diabetes in Middle-Aged Individuals at Private Clinics in Metropolitan Lima: A Technological Solution Based on Wearables and IoT

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The control of type 1 and type 2 diabetes in individuals aged 55 to 64 seeks a non-invasive alternative for continuous monitoring of blood glucose levels. In Peru, there is poor accessibility for data collection within the monitoring of this disease due to economic resources and lack of technical su...

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Detalles Bibliográficos
Autores: Zapata, Diego, Bravo, Sofia, Mansilla, Juan Pablo
Formato: artículo
Fecha de Publicación:2024
Institución:Universidad Peruana de Ciencias Aplicadas
Repositorio:UPC-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorioacademico.upc.edu.pe:10757/675763
Enlace del recurso:https://doi.org/10.1007/978-3-031-48858-0_19
http://hdl.handle.net/10757/675763
Nivel de acceso:acceso embargado
Materia:continuous monitoring
diabetes
glucose
heart rate
Internet of Things (IoT)
wearables
https://purl.org/pe-repo/ocde/ford#3.00.00
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spelling e386f0a1c42a953d118fa03338475e5df597f751795ae3b10500e06c9e2a3140bdbc32ed76a48b6165f7ff2019a1ce36Zapata, DiegoBravo, SofiaMansilla, Juan Pablo2024-09-17T14:22:39Z2024-09-17T14:22:39Z2024-01-0118650929https://doi.org/10.1007/978-3-031-48858-0_19http://hdl.handle.net/10757/67576318650937Communications in Computer and Information Science2-s2.0-85180735527SCOPUS_ID:85180735527The control of type 1 and type 2 diabetes in individuals aged 55 to 64 seeks a non-invasive alternative for continuous monitoring of blood glucose levels. In Peru, there is poor accessibility for data collection within the monitoring of this disease due to economic resources and lack of technical support. Therefore, a technological solution is proposed that integrates the use of IoT and wearable technologies, such as smartwatches, to collect and monitor real-time heart rate data, integrating the Google Fit API as our data source. This solution aims to strengthen and improve the quality of the managed data in order to facilitate the treatment of diabetic patients. The solution was validated with 20 users, of which 15 were diabetic patients and the remaining 5 were endocrinologists. For this process, they registered in the application, used it for a certain period of time to collect sufficient data, and filled out a satisfaction survey. The results obtained show that a satisfaction rate of over 75% was achieved, indicating that this technological solution allows for more accurate and continuous monitoring, facilitating self-management for patients and providing real-time information to physicians for control purposes.application/htmlengSpringer Science and Business Media Deutschland GmbHinfo:eu-repo/semantics/embargoedAccesscontinuous monitoringdiabetesglucoseheart rateInternet of Things (IoT)wearableshttps://purl.org/pe-repo/ocde/ford#3.00.00Control of Type 1 and 2 Diabetes in Middle-Aged Individuals at Private Clinics in Metropolitan Lima: A Technological Solution Based on Wearables and IoTinfo:eu-repo/semantics/articlehttp://purl.org/coar/version/c_970fb48d4fbd8a399Communications in Computer and Information Science1935 CCIS230242reponame:UPC-Institucionalinstname:Universidad Peruana de Ciencias Aplicadasinstacron:UPCPublicationLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://upc.dspace7.openrepository.com/bitstreams/36de1b96-5172-5ea5-82f9-a1d288d65871/download8a4605be74aa9ea9d79846c1fba20a33MD5110757/675763oai:upc.dspace7.openrepository.com:10757/6757632026-02-17 17:40:10.87metadata.onlyhttps://upc.dspace7.openrepository.comRepositorio académico upcrepositorioacademico@upc.edu.pe
dc.title.es_PE.fl_str_mv Control of Type 1 and 2 Diabetes in Middle-Aged Individuals at Private Clinics in Metropolitan Lima: A Technological Solution Based on Wearables and IoT
title Control of Type 1 and 2 Diabetes in Middle-Aged Individuals at Private Clinics in Metropolitan Lima: A Technological Solution Based on Wearables and IoT
spellingShingle Control of Type 1 and 2 Diabetes in Middle-Aged Individuals at Private Clinics in Metropolitan Lima: A Technological Solution Based on Wearables and IoT
Zapata, Diego
continuous monitoring
diabetes
glucose
heart rate
Internet of Things (IoT)
wearables
https://purl.org/pe-repo/ocde/ford#3.00.00
title_short Control of Type 1 and 2 Diabetes in Middle-Aged Individuals at Private Clinics in Metropolitan Lima: A Technological Solution Based on Wearables and IoT
title_full Control of Type 1 and 2 Diabetes in Middle-Aged Individuals at Private Clinics in Metropolitan Lima: A Technological Solution Based on Wearables and IoT
title_fullStr Control of Type 1 and 2 Diabetes in Middle-Aged Individuals at Private Clinics in Metropolitan Lima: A Technological Solution Based on Wearables and IoT
title_full_unstemmed Control of Type 1 and 2 Diabetes in Middle-Aged Individuals at Private Clinics in Metropolitan Lima: A Technological Solution Based on Wearables and IoT
title_sort Control of Type 1 and 2 Diabetes in Middle-Aged Individuals at Private Clinics in Metropolitan Lima: A Technological Solution Based on Wearables and IoT
author Zapata, Diego
author_facet Zapata, Diego
Bravo, Sofia
Mansilla, Juan Pablo
author_role author
author2 Bravo, Sofia
Mansilla, Juan Pablo
author2_role author
author
dc.contributor.author.fl_str_mv Zapata, Diego
Bravo, Sofia
Mansilla, Juan Pablo
dc.subject.es_PE.fl_str_mv continuous monitoring
diabetes
glucose
heart rate
Internet of Things (IoT)
wearables
topic continuous monitoring
diabetes
glucose
heart rate
Internet of Things (IoT)
wearables
https://purl.org/pe-repo/ocde/ford#3.00.00
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#3.00.00
description The control of type 1 and type 2 diabetes in individuals aged 55 to 64 seeks a non-invasive alternative for continuous monitoring of blood glucose levels. In Peru, there is poor accessibility for data collection within the monitoring of this disease due to economic resources and lack of technical support. Therefore, a technological solution is proposed that integrates the use of IoT and wearable technologies, such as smartwatches, to collect and monitor real-time heart rate data, integrating the Google Fit API as our data source. This solution aims to strengthen and improve the quality of the managed data in order to facilitate the treatment of diabetic patients. The solution was validated with 20 users, of which 15 were diabetic patients and the remaining 5 were endocrinologists. For this process, they registered in the application, used it for a certain period of time to collect sufficient data, and filled out a satisfaction survey. The results obtained show that a satisfaction rate of over 75% was achieved, indicating that this technological solution allows for more accurate and continuous monitoring, facilitating self-management for patients and providing real-time information to physicians for control purposes.
publishDate 2024
dc.date.accessioned.none.fl_str_mv 2024-09-17T14:22:39Z
dc.date.available.none.fl_str_mv 2024-09-17T14:22:39Z
dc.date.issued.fl_str_mv 2024-01-01
dc.type.es_PE.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.eissn.none.fl_str_mv 18650937
dc.identifier.journal.es_PE.fl_str_mv Communications in Computer and Information Science
dc.identifier.eid.none.fl_str_mv 2-s2.0-85180735527
dc.identifier.scopusid.none.fl_str_mv SCOPUS_ID:85180735527
identifier_str_mv 18650929
18650937
Communications in Computer and Information Science
2-s2.0-85180735527
SCOPUS_ID:85180735527
url https://doi.org/10.1007/978-3-031-48858-0_19
http://hdl.handle.net/10757/675763
dc.language.iso.es_PE.fl_str_mv eng
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dc.publisher.none.fl_str_mv Springer Science and Business Media Deutschland GmbH
publisher.none.fl_str_mv Springer Science and Business Media Deutschland GmbH
dc.source.none.fl_str_mv reponame:UPC-Institucional
instname:Universidad Peruana de Ciencias Aplicadas
instacron:UPC
instname_str Universidad Peruana de Ciencias Aplicadas
instacron_str UPC
institution UPC
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dc.source.journaltitle.none.fl_str_mv Communications in Computer and Information Science
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dc.source.endpage.none.fl_str_mv 242
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