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Integration of 5G and Block-Chain Technologies in Smart Telemedicine Using IoT

The Internet of Health Thing (IoHT) has various applications in healthcare. Modern IoHTintegrates health-related things like sensors and remotely observed medical devices for the assessment and managment of a patient's record to provide smarter and efficient health diagnostics to the patient. I...

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Autores principales: Hameed, Kashif, Bajwa, Imran Sarwar, Sarwar, Nadeem, Anwar, Waheed, Mushtaq, Zaigham, Rashid, Tayyaba
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8007349/
https://www.ncbi.nlm.nih.gov/pubmed/33824715
http://dx.doi.org/10.1155/2021/8814364
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author Hameed, Kashif
Bajwa, Imran Sarwar
Sarwar, Nadeem
Anwar, Waheed
Mushtaq, Zaigham
Rashid, Tayyaba
author_facet Hameed, Kashif
Bajwa, Imran Sarwar
Sarwar, Nadeem
Anwar, Waheed
Mushtaq, Zaigham
Rashid, Tayyaba
author_sort Hameed, Kashif
collection PubMed
description The Internet of Health Thing (IoHT) has various applications in healthcare. Modern IoHTintegrates health-related things like sensors and remotely observed medical devices for the assessment and managment of a patient's record to provide smarter and efficient health diagnostics to the patient. In this paper, we proposed an IoT with a cloud-based clinical decision support system for prediction and observation of disease with its severity level with the integration of 5G services and block-chain technologies. A block-chain is a system for storing and sharing information that is secure because of its transparency. Block-chain has many applications in healthcare and can improve mobile health applications, monitoring devices, sharing and storing of the electronic media records, clinical trial data, and insurance information storage. The proposed framework will collect the data of patients through medical devices that will be attached to the patient, and these data will be stored in a cloud server with relevant medical records. Deployment of Block-chain and 5G technology allows for sending patient data securely at a fast transmission rate with efficient response time. Furthermore, a Neural Network (NN) classifier is used for the prediction of diseases and their severity level. The proposed model is validated by employing different classifiers. The performance of different classifiers is measured by comparing the values to select the classifier that is the best for the dataset. The NN classifier attains an accuracy of 98.98. Furthermore, the NN is trained for the dataset so that it can predict the result of the dataset class that is not labeled. The trained Neural Network predicts and intelligently shows the results with more accuracy than other classifiers.
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spelling pubmed-80073492021-04-05 Integration of 5G and Block-Chain Technologies in Smart Telemedicine Using IoT Hameed, Kashif Bajwa, Imran Sarwar Sarwar, Nadeem Anwar, Waheed Mushtaq, Zaigham Rashid, Tayyaba J Healthc Eng Research Article The Internet of Health Thing (IoHT) has various applications in healthcare. Modern IoHTintegrates health-related things like sensors and remotely observed medical devices for the assessment and managment of a patient's record to provide smarter and efficient health diagnostics to the patient. In this paper, we proposed an IoT with a cloud-based clinical decision support system for prediction and observation of disease with its severity level with the integration of 5G services and block-chain technologies. A block-chain is a system for storing and sharing information that is secure because of its transparency. Block-chain has many applications in healthcare and can improve mobile health applications, monitoring devices, sharing and storing of the electronic media records, clinical trial data, and insurance information storage. The proposed framework will collect the data of patients through medical devices that will be attached to the patient, and these data will be stored in a cloud server with relevant medical records. Deployment of Block-chain and 5G technology allows for sending patient data securely at a fast transmission rate with efficient response time. Furthermore, a Neural Network (NN) classifier is used for the prediction of diseases and their severity level. The proposed model is validated by employing different classifiers. The performance of different classifiers is measured by comparing the values to select the classifier that is the best for the dataset. The NN classifier attains an accuracy of 98.98. Furthermore, the NN is trained for the dataset so that it can predict the result of the dataset class that is not labeled. The trained Neural Network predicts and intelligently shows the results with more accuracy than other classifiers. Hindawi 2021-03-22 /pmc/articles/PMC8007349/ /pubmed/33824715 http://dx.doi.org/10.1155/2021/8814364 Text en Copyright © 2021 Kashif Hameed et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Hameed, Kashif
Bajwa, Imran Sarwar
Sarwar, Nadeem
Anwar, Waheed
Mushtaq, Zaigham
Rashid, Tayyaba
Integration of 5G and Block-Chain Technologies in Smart Telemedicine Using IoT
title Integration of 5G and Block-Chain Technologies in Smart Telemedicine Using IoT
title_full Integration of 5G and Block-Chain Technologies in Smart Telemedicine Using IoT
title_fullStr Integration of 5G and Block-Chain Technologies in Smart Telemedicine Using IoT
title_full_unstemmed Integration of 5G and Block-Chain Technologies in Smart Telemedicine Using IoT
title_short Integration of 5G and Block-Chain Technologies in Smart Telemedicine Using IoT
title_sort integration of 5g and block-chain technologies in smart telemedicine using iot
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8007349/
https://www.ncbi.nlm.nih.gov/pubmed/33824715
http://dx.doi.org/10.1155/2021/8814364
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