Efficient and Secure Management of Medical Data Sharing Based on Blockchain Technology
文献类型：期刊论文
| 作者 | Mao, Xiangke1; Li, Chao1,2; Zhang, Yong1,2; Zhang, Guigang3 ; Xing, Chunxiao1,2,4
|
| 刊名 | APPLIED SCIENCES-BASEL
 |
| 出版日期 | 2024-08-01 |
| 卷号 | 14期号:15页码:20 |
| 关键词 | blockchain technology data provenance data management DAG |
| DOI | 10.3390/app14156816 |
| 通讯作者 | Li, Chao(li-chao@tsinghua.edu.cn) |
| 英文摘要 | In the current landscape of medical data management, processing data across diverse institutions and maximizing their value are paramount. However, traditional methods lack a secure and efficient mechanism for end-to-end traceability and supervision, posing challenges in distributed scenarios lacking mutual trust. Leveraging blockchain's decentralized, tamper-proof, and traceable features, this paper introduces a blockchain-based medical data management platform. This platform enables full-process management of raw data, operational behaviors, intermediate data, and final data, meeting the needs of trusted storage and supervision of data. We propose two methods, namely, naive method and DAG-based method, to realize forward tracking and backward tracing of medical data stored on the blockchain, respectively. We validated and analyzed the storage and query performance of the medical data management platform on real medical data, and we also conducted experimental analyses on the efficiency of the proposed traceability algorithm under different data scales and processing path lengths. The results demonstrate that our platform and traceability methods effectively meet the management needs of medical data distributed across institutions. |
| WOS关键词 | BIG DATA ; HEALTH ; TRACKING ; FUTURE |
| 资助项目 | National Social Science Fund of China[22ZD141] |
| WOS研究方向 | Chemistry ; Engineering ; Materials Science ; Physics |
| 语种 | 英语 |
| WOS记录号 | WOS:001287077800001 |
| 出版者 | MDPI |
| 资助机构 | National Social Science Fund of China |
| 源URL | [http://ir.ia.ac.cn/handle/173211/59312]  |
| 专题 | 数字内容技术与服务研究中心_智能技术与系统工程 |
| 通讯作者 | Li, Chao |
| 作者单位 | 1.Tsinghua Univ, Beijing Natl Res Ctr Informat Sci & Technol, Beijing 100084, Peoples R China 2.Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China 3.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China 4.Tsinghua Univ, Inst Internet Ind, Beijing 100084, Peoples R China |
| 推荐引用方式 GB/T 7714 | Mao, Xiangke,Li, Chao,Zhang, Yong,et al. Efficient and Secure Management of Medical Data Sharing Based on Blockchain Technology[J]. APPLIED SCIENCES-BASEL,2024,14(15):20. |
| APA | Mao, Xiangke,Li, Chao,Zhang, Yong,Zhang, Guigang,&Xing, Chunxiao.(2024).Efficient and Secure Management of Medical Data Sharing Based on Blockchain Technology.APPLIED SCIENCES-BASEL,14(15),20. |
| MLA | Mao, Xiangke,et al."Efficient and Secure Management of Medical Data Sharing Based on Blockchain Technology".APPLIED SCIENCES-BASEL 14.15(2024):20. |
入库方式： OAI收割
来源：自动化研究所
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