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Healthcare Data Gateways: Found Healthcare Intelligence on Blockchain with Novel Privacy Risk Control

机译:医疗保健数据网关:通过新型隐私风险控制在区块链上发现医疗保健智能

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Healthcare data are a valuable source of healthcare intelligence. Sharing of healthcare data is one essential step to make healthcare system smarter and improve the quality of healthcare service. Healthcare data, one personal asset of patient, should be owned and controlled by patient, instead of being scattered in different healthcare systems, which prevents data sharing and puts patient privacy at risks. Blockchain is demonstrated in the financial field that trusted, auditable computing is possible using a decentralized network of peers accompanied by a public ledger. In this paper, we proposed an App (called Healthcare Data Gateway (HGD)) architecture based on blockchain to enable patient to own, control and share their own data easily and securely without violating privacy, which provides a new potential way to improve the intelligence of healthcare systems while keeping patient data private. Our proposed purpose-centric access model ensures patient own and control their healthcare data; simple unified Indicator-Centric Schema (ICS) makes it possible to organize all kinds of personal healthcare data practically and easily. We also point out that MPC (Secure Multi-Party Computing) is one promising solution to enable untrusted third-party to conduct computation over patient data without violating privacy.
机译:医疗保健数据是医疗保健情报的宝贵来源。共享医疗数据是使医疗系统更智能,提高医疗服务质量的重要步骤。医疗数据是患者的一项个人资产,应由患者拥有和控制,而不是分散在不同的医疗系统中,这会阻止数据共享并给患者隐私带来风险。区块链在金融领域得到证明,使用分散的对等点网络和公共分类账相伴随,可以进行可信的,可审计的计算。在本文中,我们提出了一种基于区块链的应用程序(称为医疗数据网关(HGD))体系结构,使患者能够轻松安全地拥有,控制和共享自己的数据,而不会侵犯隐私,这为改善智能提供了一种新的潜在途径同时保持患者数据私密性。我们提出的以目的为中心的访问模型可确保患者拥有并控制其医疗保健数据;简单的统一指标中心模式(ICS)使得可以切实方便地组织各种个人医疗数据。我们还指出,MPC(安全多方计算)是一种有前途的解决方案,可以使不受信任的第三方对患者数据进行计算,而不会侵犯隐私。

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