Blockchain-secure patient Digital Twin in healthcare using smart contracts

被引:6
|
作者
Amofa, Sandro [1 ]
Xia, Qi [1 ]
Xia, Hu [1 ]
Obiri, Isaac Amankona [1 ]
Adjei-Arthur, Bonsu [1 ]
Yang, Jingcong [1 ]
Gao, Jianbin [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Comp Sci & Engn, Chengdu, Peoples R China
来源
PLOS ONE | 2024年 / 19卷 / 02期
基金
中国国家自然科学基金;
关键词
CONSTANT-SIZE CIPHERTEXTS; BROADCAST ENCRYPTION; SIGNCRYPTION SCHEME;
D O I
10.1371/journal.pone.0286120
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Modern healthcare has a sharp focus on data aggregation and processing technologies. Consequently, from a data perspective, a patient may be regarded as a timestamped list of medical conditions and their corresponding corrective interventions. Technologies to securely aggregate and access data for individual patients in the quest for precision medicine have led to the adoption of Digital Twins in healthcare. Digital Twins are used in manufacturing and engineering to produce digital models of physical objects that capture the essence of device operation to enable and drive optimization. Thus, a patient's Digital Twin can significantly improve health data sharing. However, creating the Digital Twin from multiple data sources, such as the patient's electronic medical records (EMR) and personal health records (PHR) from wearable devices, presents some risks to the security of the model and the patient. The constituent data for the Digital Twin should be accessible only with permission from relevant entities and thus requires authentication, privacy, and provable provenance. This paper proposes a blockchain-secure patient Digital Twin that relies on smart contracts to automate the updating and communication processes that maintain the Digital Twin. The smart contracts govern the response the Digital Twin provides when queried, based on policies created for each patient. We highlight four research points: access control, interaction, privacy, and security of the Digital Twin and we evaluate the Digital Twin in terms of latency in the network, smart contract execution times, and data storage costs.
引用
收藏
页数:28
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