联邦医疗保健中的安全和隐私问题-概述

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2022-01-01 DOI:10.1515/comp-2022-0230

Jansi Rani Amalraj, Robert Lourdusamy

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引用次数: 1

摘要

摘要医疗记录的安全保护是医疗通信中的一项重要任务。在以电子媒介传输医疗数据过程中遇到的主要挫折是在保护数据机密性和患者隐私方面存在固有的困难。医疗领域的技术创新和即兴创作在传输医疗数据方面取得了许多进步，并且具有万无一失的安全性。在当今的医疗保健行业中，由于能够有效地处理隐私问题，联合网络操作在处理分布式网络资源方面变得越来越重要。医疗服务联合安全系统的设计是当前研究热点之一。本文强调了联邦学习在医疗保健中的重要性。此外，本文还讨论了电子医疗数据通信中的隐私和安全问题。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Security and privacy issues in federated healthcare – An overview

Abstract Securing medical records is a significant task in Healthcare communication. The major setback during the transfer of medical data in the electronic medium is the inherent difficulty in preserving data confidentiality and patients’ privacy. The innovation in technology and improvisation in the medical field has given numerous advancements in transferring the medical data with foolproof security. In today’s healthcare industry, federated network operation is gaining significance to deal with distributed network resources due to the efficient handling of privacy issues. The design of a federated security system for healthcare services is one of the intense research topics. This article highlights the importance of federated learning in healthcare. Also, the article discusses the privacy and security issues in communicating the e-health data.

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.