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A RFID-Based Infection Prevention and Control Mechanism in Aged Care Living Residences
In recent years, aged care living has drawn attention because of population aging and extension of average lifespan. Moreover, the rapid development of information communication technology and the internet of things lay the foundation for the application of sensor networks and cloud computing on med...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7786346/ http://dx.doi.org/10.1007/s11036-020-01707-z |
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author | Hung, Lun-Ping Hsieh, Nan-Chen Chen, Chien-Liang |
author_facet | Hung, Lun-Ping Hsieh, Nan-Chen Chen, Chien-Liang |
author_sort | Hung, Lun-Ping |
collection | PubMed |
description | In recent years, aged care living has drawn attention because of population aging and extension of average lifespan. Moreover, the rapid development of information communication technology and the internet of things lay the foundation for the application of sensor networks and cloud computing on medical care. Most elderly often suffer from chronic diseases due to weaker immunity causing a higher infection risk. The problem of infection controlling is an essential issue for residences living in aged care facilities. In the past, for infection control, medical personnel use the manual method of tracking, investigating, and interviewing patients to obtain patient contact list. This method cannot identify residents who have a high risk of infection, distinguish the distance between patients and other residents, and evaluate the risk of infection. To isolate all the residents who contact patients is the only solution that does not only cause repulsion of other residents but also waste medical resources. This study proposes a visual infection control positioning system for aged care facilities using the RFID (Radio Frequency Identification) technology and IoT technology. It can calculate the distance between users and reduce the positioning error. The system combines location fingerprinting with the K-nearest neighbor algorithm to fix errors caused by signal fluctuation of RFID to improve the positioning accuracy. The system records the indoor movement path of the residents in a real-time manner through the positioning function. When infectious diseases spread in aged care living residences, to help medical personnel, the system can screen out residents with a high risk of infection who closely contact with patients according to the movement path of the patients and other residents, and visually display them. For some infectious diseases, residents who live together with patients may be infected even if they do not have contact with the patients closely. This system can also identify the residents whose cumulative contact time exceeds the limit according to the medical definition of various infectious diseases and input time value. |
format | Online Article Text |
id | pubmed-7786346 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-77863462021-01-06 A RFID-Based Infection Prevention and Control Mechanism in Aged Care Living Residences Hung, Lun-Ping Hsieh, Nan-Chen Chen, Chien-Liang Mobile Netw Appl Article In recent years, aged care living has drawn attention because of population aging and extension of average lifespan. Moreover, the rapid development of information communication technology and the internet of things lay the foundation for the application of sensor networks and cloud computing on medical care. Most elderly often suffer from chronic diseases due to weaker immunity causing a higher infection risk. The problem of infection controlling is an essential issue for residences living in aged care facilities. In the past, for infection control, medical personnel use the manual method of tracking, investigating, and interviewing patients to obtain patient contact list. This method cannot identify residents who have a high risk of infection, distinguish the distance between patients and other residents, and evaluate the risk of infection. To isolate all the residents who contact patients is the only solution that does not only cause repulsion of other residents but also waste medical resources. This study proposes a visual infection control positioning system for aged care facilities using the RFID (Radio Frequency Identification) technology and IoT technology. It can calculate the distance between users and reduce the positioning error. The system combines location fingerprinting with the K-nearest neighbor algorithm to fix errors caused by signal fluctuation of RFID to improve the positioning accuracy. The system records the indoor movement path of the residents in a real-time manner through the positioning function. When infectious diseases spread in aged care living residences, to help medical personnel, the system can screen out residents with a high risk of infection who closely contact with patients according to the movement path of the patients and other residents, and visually display them. For some infectious diseases, residents who live together with patients may be infected even if they do not have contact with the patients closely. This system can also identify the residents whose cumulative contact time exceeds the limit according to the medical definition of various infectious diseases and input time value. Springer US 2021-01-06 2022 /pmc/articles/PMC7786346/ http://dx.doi.org/10.1007/s11036-020-01707-z Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Hung, Lun-Ping Hsieh, Nan-Chen Chen, Chien-Liang A RFID-Based Infection Prevention and Control Mechanism in Aged Care Living Residences |
title | A RFID-Based Infection Prevention and Control Mechanism in Aged Care Living Residences |
title_full | A RFID-Based Infection Prevention and Control Mechanism in Aged Care Living Residences |
title_fullStr | A RFID-Based Infection Prevention and Control Mechanism in Aged Care Living Residences |
title_full_unstemmed | A RFID-Based Infection Prevention and Control Mechanism in Aged Care Living Residences |
title_short | A RFID-Based Infection Prevention and Control Mechanism in Aged Care Living Residences |
title_sort | rfid-based infection prevention and control mechanism in aged care living residences |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7786346/ http://dx.doi.org/10.1007/s11036-020-01707-z |
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