School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China.
Sathyabama Institute of Science and Technology, Chennai, India.
Front Public Health. 2022 May 6;10:905265. doi: 10.3389/fpubh.2022.905265. eCollection 2022.
Blockchain is a recent revolutionary technology primarily associated with cryptocurrencies. It has many unique features including its acting as a decentralized, immutable, shared, and distributed ledger. Blockchain can store all types of data with better security. It avoids third-party intervention to ensure better security of the data. Deep learning is another booming field that is mostly used in computer applications. This work proposes an integrated environment of a blockchain-deep learning environment for analyzing the Electronic Health Records (EHR). The EHR is the medical documentation of a patient which can be shared among hospitals and other public health organizations. The proposed work enables a deep learning algorithm act as an agent to analyze the EHR data which is stored in the blockchain. This proposed integrated environment can alert the patients by means of a reminder for consultation, diet chart, etc. This work utilizes the deep learning approach to analyze the EHR, after which an alert will be sent to the patient's registered mobile number.
区块链是一项最近的革命性技术,主要与加密货币相关联。它具有许多独特的特点,包括作为去中心化、不可变、共享和分布式账本的作用。区块链可以存储各种类型的数据,并具有更好的安全性。它避免了第三方干预,以确保数据的更好安全性。深度学习是另一个蓬勃发展的领域,主要用于计算机应用。这项工作提出了一个区块链-深度学习环境的集成环境,用于分析电子健康记录(EHR)。EHR 是患者的医疗文档,可以在医院和其他公共卫生组织之间共享。所提出的工作使深度学习算法能够作为代理来分析存储在区块链中的 EHR 数据。这个提出的集成环境可以通过咨询提醒、饮食图表等方式提醒患者。这项工作利用深度学习方法来分析 EHR,之后会向患者注册的手机号码发送警报。