Healthcare data classification — Cloud-based architecture concept

M. Miskuf, I. Zolotová, J. Mocnej
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Abstract

This paper provides a cloud-based architecture for the healthcare data classification, which is the part of a broader concept called Healthcare Industrial Internet of Things (HealthIIoT). HealthIIoT is a concept incorporating communication technologies, Things (devices, sensors and actuators), interconnected applications, and people that emerges new possibilities in data management. The cooperation among Operational Technology (OT), Information Technology (IT) and people allows to create one smart system to monitor, track, and store patients' healthcare information for ongoing care. Therefore, we provide our case study in which we took hospital data and used cloud services for data storing and machine learning. Then we have developed a web application on the top of this architecture and evaluated the concept in the real environment of the hospital.
医疗保健数据分类——基于云的体系结构概念
本文为医疗数据分类提供了一个基于云的架构,这是一个更广泛的概念,称为医疗工业物联网(HealthIIoT)的一部分。健康物联网是一个融合通信技术、物(设备、传感器和执行器)、互联应用程序和人员的概念,在数据管理中出现了新的可能性。操作技术(OT)、信息技术(IT)和人员之间的合作允许创建一个智能系统来监视、跟踪和存储患者的医疗保健信息,以便进行持续护理。因此,我们提供了我们的案例研究,其中我们采用医院数据并使用云服务进行数据存储和机器学习。然后我们在此基础上开发了一个web应用程序,并在医院的实际环境中对该概念进行了评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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