采用形式化验证和基于模型的测试技术验证基于区块链的医疗记录共享系统

Rateb Jabbar, M. Krichen, Noora Fetais, Kamel Barkaoui
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引用次数: 10

摘要

电子健康记录(EHR)共享系统是为患者提供高效医疗保健的现代工具。它的功能包括跟踪治疗,监测治疗效果,预测患者整个生命周期的结果,以及检测人为错误。对于所有利益相关者来说,护理连续体的完整性和互操作性至关重要。然而,由于医疗保健信息系统的异质性、安全威胁和EHR数据的巨大性,其实施具有挑战性。为了克服这些挑战,本工作提出了BiiMED:一个区块链框架,用于增强电子病历共享方面的数据互操作性和完整性。该解决方案具有创新性,因为它包含一个访问管理系统,允许在不同医疗提供商之间交换电子病历,并包含一个分散的可信第三方审计员(TTPA),以确保数据完整性。本文还讨论了两种用于提高所提出的解决方案的质量和正确性的验证技术:形式化验证和基于模型的技术。第一种方法是在实现之前检查描述给定系统行为的数学模型的正确性。第二种技术是从所采用的模型中派生出测试套件,执行它们,并评估正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adopting Formal Verification and Model-Based Testing Techniques for Validating a Blockchain-based Healthcare Records Sharing System
The Electronic Health Records (EHR) sharing system is the modern tool for delivering efficient healthcare to patients. Its functions include tracking of therapies, monitoring of the treatment effectiveness, prediction of outcomes throughout the patient's lifespan, and detection of human errors. For all the stakeholders, integrity and interoperability of the care continuum are paramount. Yet, its implementation is challenging due to the heterogeneity of healthcare information systems, security threats, and the enormousness of EHR data. To overcome these challenges, this work proposes BiiMED: a Blockchain framework for Enhancing Data Interoperability and Integrity regarding EHR-sharing. This solution is innovative as it contains an access management system allowing the exchange of EHRs between different medical providers and a decentralized Trusted Third Party Auditor (TTPA) for ensuring data integrity. This paper also discusses two validation techniques for enhancing the quality and correctness of the proposed solution: Formal Verification and Model-Based Techniques. The first one checks the correctness of a mathematical model describing the behavior of the given system prior to the implementation. The second technique derives test suites from the adopted model, performs them, and assesses the correctness.
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