Department of Computer Engineering, Faculty of Computer Science, Centro de investigación CITIC, Universidade da Coruña, 15071 A Coruña, Spain.
Sensors (Basel). 2019 Jul 28;19(15):3319. doi: 10.3390/s19153319.
Diabetes patients suffer from abnormal blood glucose levels, which can cause diverse health disorders that affect their kidneys, heart and vision. Due to these conditions, diabetes patients have traditionally checked blood glucose levels through Self-Monitoring of Blood Glucose (SMBG) techniques, like pricking their fingers multiple times per day. Such techniques involve a number of drawbacks that can be solved by using a device called Continuous Glucose Monitor (CGM), which can measure blood glucose levels continuously throughout the day without having to prick the patient when carrying out every measurement. This article details the design and implementation of a system that enhances commercial CGMs by adding Internet of Things (IoT) capabilities to them that allow for monitoring patients remotely and, thus, warning them about potentially dangerous situations. The proposed system makes use of smartphones to collect blood glucose values from CGMs and then sends them either to a remote cloud or to distributed fog computing nodes. Moreover, in order to exchange reliable, trustworthy and cybersecure data with medical scientists, doctors and caretakers, the system includes the deployment of a decentralized storage system that receives, processes and stores the collected data. Furthermore, in order to motivate users to add new data to the system, an incentive system based on a digital cryptocurrency named GlucoCoin was devised. Such a system makes use of a blockchain that is able to execute smart contracts in order to automate CGM sensor purchases or to reward the users that contribute to the system by providing their own data. Thanks to all the previously mentioned technologies, the proposed system enables patient data crowdsourcing and the development of novel mobile health (mHealth) applications for diagnosing, monitoring, studying and taking public health actions that can help to advance in the control of the disease and raise global awareness on the increasing prevalence of diabetes.
糖尿病患者的血糖水平异常,这可能导致各种健康问题,影响他们的肾脏、心脏和视力。由于这些情况,糖尿病患者传统上通过自我血糖监测 (SMBG) 技术检查血糖水平,例如每天多次刺破手指。这些技术存在一些缺点,可以通过使用一种名为连续血糖监测仪 (CGM) 的设备来解决,该设备可以在不进行每次测量时刺破患者的情况下,全天连续测量血糖水平。本文详细介绍了一个系统的设计和实现,该系统通过为商业 CGM 添加物联网 (IoT) 功能来增强它们,从而实现远程监测患者,并在潜在危险情况下向他们发出警告。该系统利用智能手机从 CGM 收集血糖值,然后将其发送到远程云或分布式雾计算节点。此外,为了与医学科学家、医生和护理人员交换可靠、可信和网络安全的数据,该系统包括部署一个去中心化的存储系统,用于接收、处理和存储收集的数据。此外,为了激励用户向系统添加新数据,设计了一个基于名为 GlucoCoin 的数字货币的激励系统。该系统利用区块链来执行智能合约,以自动购买 CGM 传感器或奖励为系统提供数据的用户。有了所有上述技术,所提出的系统实现了患者数据众包,并开发了新的移动健康 (mHealth) 应用程序,用于诊断、监测、研究和采取公共卫生措施,有助于控制疾病的发展,提高全球对糖尿病日益流行的认识。