Cargando…
A Blockchain Framework to Secure Personal Health Record (PHR) in IBM Cloud-Based Data Lake
The health system in today's real world is significant but difficult and overcrowded. These hurdles can be diminished using improved health record management and blockchain technology. These technologies can handle medical data to provide security by monitoring and maintaining patient records....
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9019420/ https://www.ncbi.nlm.nih.gov/pubmed/35463293 http://dx.doi.org/10.1155/2022/3045107 |
_version_ | 1784689270677569536 |
---|---|
author | Panwar, Arvind Bhatnagar, Vishal Khari, Manju Salehi, Ahmad Waleed Gupta, Gaurav |
author_facet | Panwar, Arvind Bhatnagar, Vishal Khari, Manju Salehi, Ahmad Waleed Gupta, Gaurav |
author_sort | Panwar, Arvind |
collection | PubMed |
description | The health system in today's real world is significant but difficult and overcrowded. These hurdles can be diminished using improved health record management and blockchain technology. These technologies can handle medical data to provide security by monitoring and maintaining patient records. The processing of medical data and patient records is essential to analyze the earlier prescribed medicines and to understand the severity of diseases. Blockchain technology can improve the security, performance, and transparency of sharing the medical records of the current healthcare system. This paper proposed a novel framework for personal health record (PHR) management using IBM cloud data lake and blockchain platform for an effective healthcare management process. The problem in the blockchain-based healthcare management system can be minimized with the utilization of the proposed technique. Significantly, the traditional blockchain system usually decreases the latency. Therefore, the proposed technique focuses on improving latency and throughput. The result of the proposed system is calculated based on various matrices, such as F1 Score, Recall, and Confusion matrices. Therefore, the proposed work scored high accuracy and provided better results than existing techniques. |
format | Online Article Text |
id | pubmed-9019420 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-90194202022-04-21 A Blockchain Framework to Secure Personal Health Record (PHR) in IBM Cloud-Based Data Lake Panwar, Arvind Bhatnagar, Vishal Khari, Manju Salehi, Ahmad Waleed Gupta, Gaurav Comput Intell Neurosci Research Article The health system in today's real world is significant but difficult and overcrowded. These hurdles can be diminished using improved health record management and blockchain technology. These technologies can handle medical data to provide security by monitoring and maintaining patient records. The processing of medical data and patient records is essential to analyze the earlier prescribed medicines and to understand the severity of diseases. Blockchain technology can improve the security, performance, and transparency of sharing the medical records of the current healthcare system. This paper proposed a novel framework for personal health record (PHR) management using IBM cloud data lake and blockchain platform for an effective healthcare management process. The problem in the blockchain-based healthcare management system can be minimized with the utilization of the proposed technique. Significantly, the traditional blockchain system usually decreases the latency. Therefore, the proposed technique focuses on improving latency and throughput. The result of the proposed system is calculated based on various matrices, such as F1 Score, Recall, and Confusion matrices. Therefore, the proposed work scored high accuracy and provided better results than existing techniques. Hindawi 2022-04-12 /pmc/articles/PMC9019420/ /pubmed/35463293 http://dx.doi.org/10.1155/2022/3045107 Text en Copyright © 2022 Arvind Panwar 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 Panwar, Arvind Bhatnagar, Vishal Khari, Manju Salehi, Ahmad Waleed Gupta, Gaurav A Blockchain Framework to Secure Personal Health Record (PHR) in IBM Cloud-Based Data Lake |
title | A Blockchain Framework to Secure Personal Health Record (PHR) in IBM Cloud-Based Data Lake |
title_full | A Blockchain Framework to Secure Personal Health Record (PHR) in IBM Cloud-Based Data Lake |
title_fullStr | A Blockchain Framework to Secure Personal Health Record (PHR) in IBM Cloud-Based Data Lake |
title_full_unstemmed | A Blockchain Framework to Secure Personal Health Record (PHR) in IBM Cloud-Based Data Lake |
title_short | A Blockchain Framework to Secure Personal Health Record (PHR) in IBM Cloud-Based Data Lake |
title_sort | blockchain framework to secure personal health record (phr) in ibm cloud-based data lake |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9019420/ https://www.ncbi.nlm.nih.gov/pubmed/35463293 http://dx.doi.org/10.1155/2022/3045107 |
work_keys_str_mv | AT panwararvind ablockchainframeworktosecurepersonalhealthrecordphrinibmcloudbaseddatalake AT bhatnagarvishal ablockchainframeworktosecurepersonalhealthrecordphrinibmcloudbaseddatalake AT kharimanju ablockchainframeworktosecurepersonalhealthrecordphrinibmcloudbaseddatalake AT salehiahmadwaleed ablockchainframeworktosecurepersonalhealthrecordphrinibmcloudbaseddatalake AT guptagaurav ablockchainframeworktosecurepersonalhealthrecordphrinibmcloudbaseddatalake AT panwararvind blockchainframeworktosecurepersonalhealthrecordphrinibmcloudbaseddatalake AT bhatnagarvishal blockchainframeworktosecurepersonalhealthrecordphrinibmcloudbaseddatalake AT kharimanju blockchainframeworktosecurepersonalhealthrecordphrinibmcloudbaseddatalake AT salehiahmadwaleed blockchainframeworktosecurepersonalhealthrecordphrinibmcloudbaseddatalake AT guptagaurav blockchainframeworktosecurepersonalhealthrecordphrinibmcloudbaseddatalake |