arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2006.11522cs.CRcs.DC
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使用区块链的计算机辅助诊断系统的访问控制管理

Access Control Management for Computer-Aided Diagnosis Systems using Blockchain

Mayra Samaniego, Sara Hosseinzadeh Kassani, Cristian Espana, Ralph Deters

摘要:

计算机辅助诊断(CAD)系统已经出现,以支持临床医生解释医学图像。CAD系统传统上与人工智能(AI)、计算机视觉和数据增强相结合,以评估医学图像中的可疑结构。这一评估产生了大量的数据。传统的CAD系统属于单一机构,集中处理数据访问管理。然而,CAD系统的出现,多个机构之间的研究需要分布式访问管理。这项研究提出了一种基于区块链的解决方案,以实现CAD系统中的分布式数据访问管理。该解决方案已在联盟网络中使用以太坊开发为分布式应用程序(DApp)。

英文摘要:

Computer-Aided Diagnosis (CAD) systems have emerged to support clinicians in interpreting medical images. CAD systems are traditionally combined with artificial intelligence (AI), computer vision, and data augmentation to evaluate suspicious structures in medical images. This evaluation generates vast amounts of data. Traditional CAD systems belong to a single institution and handle data access management centrally. However, the advent of CAD systems for research among multiple institutions demands distributed access management. This research proposes a blockchain-based solution to enable distributed data access management in CAD systems. This solution has been developed as a distributed application (DApp) using Ethereum in a consortium network.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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