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Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records

BACKGROUND: Application of Artificial Intelligence (AI) and the use of agent-based systems in the healthcare system have attracted various researchers to improve the efficiency and utility in the Electronic Health Records (EHR). Nowadays, one of the most important and creative developments is the in...

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Autor principal: Alruwaili, Fahad F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7924429/
https://www.ncbi.nlm.nih.gov/pubmed/33816973
http://dx.doi.org/10.7717/peerj-cs.323
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author Alruwaili, Fahad F.
author_facet Alruwaili, Fahad F.
author_sort Alruwaili, Fahad F.
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description BACKGROUND: Application of Artificial Intelligence (AI) and the use of agent-based systems in the healthcare system have attracted various researchers to improve the efficiency and utility in the Electronic Health Records (EHR). Nowadays, one of the most important and creative developments is the integration of AI and Blockchain that is, Distributed Ledger Technology (DLT) to enable better and decentralized governance. Privacy and security is a critical piece in EHR implementation and/or adoption. Health records are updated every time a patient visits a doctor as they contain important information about the health and wellbeing of the patient and describes the history of care received during the past and to date. Therefore, such records are critical to research, hospitals, emergency rooms, healthcare laboratories, and even health insurance providers. METHODS: In this article, a platform employing the AI and the use of multi-agent based systems along with the DLT technology for privacy preservation is proposed. The emphasis of security and privacy is highlighted during the process of collecting, managing and distributing EHR data. RESULTS: This article aims to ensure privacy, integrity and security metrics of the electronic health records are met when such copies are not only immutable but also distributed. The findings of this work will help guide the development of further techniques using the combination of AI and multi-agent based systems backed by DLT technology for secure and effective handling EHR data. This proposed architecture uses various AI-based intelligent based agents and blockchain for providing privacy and security in EHR. Future enhancement in this work can be the addition of the biometric based systems for improved security.
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spelling pubmed-79244292021-04-02 Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records Alruwaili, Fahad F. PeerJ Comput Sci Adaptive and Self-Organizing Systems BACKGROUND: Application of Artificial Intelligence (AI) and the use of agent-based systems in the healthcare system have attracted various researchers to improve the efficiency and utility in the Electronic Health Records (EHR). Nowadays, one of the most important and creative developments is the integration of AI and Blockchain that is, Distributed Ledger Technology (DLT) to enable better and decentralized governance. Privacy and security is a critical piece in EHR implementation and/or adoption. Health records are updated every time a patient visits a doctor as they contain important information about the health and wellbeing of the patient and describes the history of care received during the past and to date. Therefore, such records are critical to research, hospitals, emergency rooms, healthcare laboratories, and even health insurance providers. METHODS: In this article, a platform employing the AI and the use of multi-agent based systems along with the DLT technology for privacy preservation is proposed. The emphasis of security and privacy is highlighted during the process of collecting, managing and distributing EHR data. RESULTS: This article aims to ensure privacy, integrity and security metrics of the electronic health records are met when such copies are not only immutable but also distributed. The findings of this work will help guide the development of further techniques using the combination of AI and multi-agent based systems backed by DLT technology for secure and effective handling EHR data. This proposed architecture uses various AI-based intelligent based agents and blockchain for providing privacy and security in EHR. Future enhancement in this work can be the addition of the biometric based systems for improved security. PeerJ Inc. 2020-11-30 /pmc/articles/PMC7924429/ /pubmed/33816973 http://dx.doi.org/10.7717/peerj-cs.323 Text en © 2020 Alruwaili https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited.
spellingShingle Adaptive and Self-Organizing Systems
Alruwaili, Fahad F.
Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records
title Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records
title_full Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records
title_fullStr Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records
title_full_unstemmed Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records
title_short Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records
title_sort artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records
topic Adaptive and Self-Organizing Systems
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7924429/
https://www.ncbi.nlm.nih.gov/pubmed/33816973
http://dx.doi.org/10.7717/peerj-cs.323
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