Mobile Mining and Information Management in HealthNet Scenarios

P. Kranen, D. Kensche, Saim Kim, N. Zimmermann, Emmanuel Müller, C. Quix, Xiang Li, T. Gries, T. Seidl, M. Jarke, S. Leonhardt
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引用次数: 14

Abstract

Health and mobility of elderly people is gaining importance in aging societies. New communication-based methods to provide health services with personal health care devices are considered promising elements of first-class medical care services for everybody. To achieve this vision, several technological issues have to be solved: (i) body sensors to monitor vital functions have to be developed; (ii) these sensors should be integrated into textile structures to guarantee ease of use and patient acceptance; (iii) the collected sensor data has to be analyzed to detect emergency situations and to reduce the data volume; (iv) relevant data has to be integrated with other information systems in the work environment of medical experts. These challenges are addressed within the HealthNet project at RWTH Aachen University. The goal of the project is to develop a framework in which health professionals can remotely monitor and diagnose mobile patients. The described demonstration presents our results of the first three issues mentioned above while focussing on the employed data mining and management techniques.
健康网场景下的移动挖掘和信息管理
老年人的健康和流动性在老龄化社会中越来越重要。利用个人医疗保健设备提供医疗服务的基于通信的新方法被认为是为每个人提供一流医疗保健服务的有希望的因素。为了实现这一愿景,必须解决几个技术问题:(i)必须开发监测重要功能的身体传感器;(ii)这些传感器应集成到纺织结构中,以保证易于使用和患者接受;㈢必须对收集到的传感器数据进行分析,以发现紧急情况并减少数据量;有关数据必须与医疗专家工作环境中的其他信息系统相结合。亚琛工业大学的HealthNet项目解决了这些挑战。该项目的目标是建立一个框架,使保健专业人员能够远程监测和诊断流动病人。所描述的演示展示了我们对上面提到的前三个问题的结果,同时重点介绍了所使用的数据挖掘和管理技术。
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