PbDinEHR:采用分布式数据存储和共享的新型隐私设计开发框架,用于安全和可扩展的电子健康记录管理

Farida Habib Semantha, S. Azam, Bharanidharan Shanmugam, Kheng Cher Yeo
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引用次数: 2

摘要

在当今瞬息万变的世界中,电子健康记录(EHR)中的隐私已成为一个重要的问题,特别是对于个人和敏感的用户数据。患者记录的绝对数量和敏感性要求医疗保健提供者在实施EHR期间非常谨慎。近年来,各种医疗保健提供商受到勒索软件和分布式拒绝服务攻击的攻击,在COVID-19期间停止了许多紧急服务。个人数据泄露正变得越来越普遍,在跨网络共享数据时,隐私问题经常被提出,主要是由于透明度和安全问题。为了解决这个问题,各种研究人员提出了保护电子病历隐私的解决方案。然而,大多数解决方案在设计其框架时并未广泛使用隐私设计(PbD)机制、分布式数据存储和共享,这是本研究的重点。为了设计一个可以在数据收集、存储、访问和共享过程中保护患者隐私的电子健康记录(PbDinEHR)隐私设计框架,我们分析了隐私设计的基本原则和隐私设计策略,以及我们提出的医疗保健原则与隐私影响评估(PIA)、澳大利亚隐私原则(APPs)和通用数据保护条例(GDPR)的兼容性。为了演示提出的框架“PbDinEHR”,我们实现了一个患者记录管理系统(PRMS),为患者和医疗保健提供者创建接口。此外,为了与各种医疗保健提供者共享患者医疗文件提供透明度和安全性,我们使用星际文件系统(IPFS)和以太坊区块链实现了分布式文件系统和两个权限区块链网络。这使我们能够在未来通过设计机制扩展所提议的隐私,使医疗保健提供者、患者、成像实验室和其他人能够以透明的方式共享以患者为中心的数据。开发的框架已经过测试和评估,以确保用户性能、有效性和安全性。完整的解决方案有望在面对患者信息领域的持续数据泄露时提供渐进式抵抗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PbDinEHR: A Novel Privacy by Design Developed Framework Using Distributed Data Storage and Sharing for Secure and Scalable Electronic Health Records Management
Privacy in Electronic Health Records (EHR) has become a significant concern in today’s rapidly changing world, particularly for personal and sensitive user data. The sheer volume and sensitive nature of patient records require healthcare providers to exercise an intense quantity of caution during EHR implementation. In recent years, various healthcare providers have been hit by ransomware and distributed denial of service attacks, halting many emergency services during COVID-19. Personal data breaches are becoming more common day by day, and privacy concerns are often raised when sharing data across a network, mainly due to transparency and security issues. To tackle this problem, various researchers have proposed privacy-preserving solutions for EHR. However, most solutions do not extensively use Privacy by Design (PbD) mechanisms, distributed data storage and sharing when designing their frameworks, which is the emphasis of this study. To design a framework for Privacy by Design in Electronic Health Records (PbDinEHR) that can preserve the privacy of patients during data collection, storage, access and sharing, we have analysed the fundamental principles of privacy by design and privacy design strategies, and the compatibility of our proposed healthcare principles with Privacy Impact Assessment (PIA), Australian Privacy Principles (APPs) and General Data Protection Regulation (GDPR). To demonstrate the proposed framework, ‘PbDinEHR’, we have implemented a Patient Record Management System (PRMS) to create interfaces for patients and healthcare providers. In addition, to provide transparency and security for sharing patients’ medical files with various healthcare providers, we have implemented a distributed file system and two permission blockchain networks using the InterPlanetary File System (IPFS) and Ethereum blockchain. This allows us to expand the proposed privacy by design mechanisms in the future to enable healthcare providers, patients, imaging labs and others to share patient-centric data in a transparent manner. The developed framework has been tested and evaluated to ensure user performance, effectiveness, and security. The complete solution is expected to provide progressive resistance in the face of continuous data breaches in the patient information domain.
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