A Decentralized System for Medical Data Management via Blockchain

被引:1
|
作者
Yang, Qingzhu [1 ,2 ]
Liu, Qiao [1 ,2 ]
Lv, Hairong [1 ,2 ,3 ]
机构
[1] Tsinghua Univ, Dept Automat, Beijing, Peoples R China
[2] Beijing Natl Res Ctr Informat Sci & Technol, Bioinformat Div, Beijing, Peoples R China
[3] AIHealthX Inc, Beijing, Peoples R China
来源
JOURNAL OF INTERNET TECHNOLOGY | 2020年 / 21卷 / 05期
基金
中国国家自然科学基金;
关键词
Blockchain; Medical data; Data sharing; Data privacy; Storage;
D O I
10.3966/160792642020092105010
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the rapid advance of data science, massive medical data are managed in data centers which may cause surveillance and security issues. This calls for building a secure data management system. In this paper, we propose a decentralized system for medical data management, to address the challenge of data privacy protection during data sharing between network nodes, leveraging the blockchain technology. We propose protocols to achieve this and normalize data format recorded on the blockchain. The entities of our system include users, contributing data; edge data hub (EDH) nodes, used for storing users' data (an EDH stores one user's data and is controlled by the corresponding user); service nodes, with the ability to analyze user data and customers that need the analysis of the data. To protect data privacy in the EDH, we use a secure computing platform (SCP) to process data. Furthermore, data request from a service with high credibility is more likely to be permitted by the EDH. Data authenticity is guaranteed by checking the hash value recorded on the blockchain. Moreover, we reduce the off-blockchain storage space leveraging the data sparsity. Our system thus enables data sharing, authenticity, privacy protection and storage space reduction, shedding lights on building a developable and secure data-driven world.
引用
收藏
页码:1335 / 1345
页数:11
相关论文
共 50 条
  • [21] Digital and Decentralized Management of Patient Data in Healthcare Using Blockchain Implementations
    Westphal, Erik
    Seitz, Hermann
    FRONTIERS IN BLOCKCHAIN, 2021, 4
  • [22] Decentralized IoT Data Management Using BlockChain and Trusted Execution Environment
    Ayoade, Gbadebo
    Karande, Vishal
    Khan, Latifur
    Hamlen, Kevin
    2018 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI), 2018, : 15 - 22
  • [23] Decentralized Management of Medical Test Results Utilizing Blockchain, Smart Contracts, and NFTs
    Quy, T. L.
    Khanh, H. V.
    Huong, H. L.
    Khiem, H. G.
    Phuc, T. N.
    Ngan, N. T. K.
    Triet, M. N.
    Bang, L. K.
    Trong, D. P. N.
    Hieu, M. D.
    Bao, Q. T.
    Khoa, D. T.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (08) : 947 - 957
  • [24] Blockchain-Based Decentralized Digital Content Management and Sharing System
    Thong Bui
    Tan Duy Le
    Tri-Hai Nguyen
    Trawinski, Bogdan
    Huy Tien Nguyen
    Tung Le
    INTELLIGENT INFORMATION AND DATABASE SYSTEMS, ACIIDS 2022, PT II, 2022, 13758 : 608 - 620
  • [25] Blockchain-Based Decentralized Key Management System with Quantum Resistance
    An, Hyeongcheol
    Choi, Rakyong
    Kim, Kwangjo
    INFORMATION SECURITY APPLICATIONS, WISA 2018, 2019, 11402 : 229 - 240
  • [26] Decentralized internet number resource management system based on blockchain technology
    Li, Jiang
    Xu, Mingwei
    Cao, Jiahao
    Meng, Zili
    Zhang, Guoqiang
    Qinghua Daxue Xuebao/Journal of Tsinghua University, 2023, 63 (09): : 1366 - 1379
  • [27] A Decentralized Music Copyright Operation Management System Based On Blockchain Technology
    Li, Yanghuan
    Wei, Jinhui
    Yuan, Junbin
    Xu, Qingzhen
    He, Chengying
    2020 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION AND KNOWLEDGE IN THE INTERNET OF THINGS (IIKI2020), 2021, 187 : 458 - 463
  • [28] Futuristic Decentralized Vehicular Network Architecture and Repairing Management System on Blockchain
    Arshad, Usama
    Halim, Zahid
    Alasmary, Hisham
    Waqas, Muhammad
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (13): : 23604 - 23616
  • [29] Blockchain-Enabled Decentralized Trust Management and Secure Voting system
    Reddaiah, Somisetty
    Subramanyam, Ramanabaoyina
    Refonaa, J.
    Shabu, S. L. Jany
    Maheswari
    Praveen, S.
    2024 4TH INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND SOCIAL NETWORKING, ICPCSN 2024, 2024, : 554 - 559
  • [30] On coexistence of decentralized system (blockchain) and central management in Internet-of-Things
    Watanabe, Hiroshi
    2022 IEEE 1ST GLOBAL EMERGING TECHNOLOGY BLOCKCHAIN FORUM: BLOCKCHAIN & BEYOND, IGETBLOCKCHAIN, 2022,