具有远程医疗云架构的自适应服务

Abel Garai, István Péntek
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引用次数: 19

摘要

远程医疗采用电信和信息技术,以便在医疗机构场所以外的偏远地区提供保健服务。这些系统产生和处理动态增长的数据量,以保持这种指数过程的步伐。此外,在某些情况下,它们需要支持实时处理,这需要动态扩展和容错架构。针对这些远程医疗系统的海量数据,我们提出了一种可扩展的体系结构,该体系结构使用分布式和离散数据库作为匿名存储,以支持数据分析。利用服务,这些方法可以帮助我们创建一个系统,该系统可以从收集的数据中获得新的医疗信息,这些信息可用于寻找疾病的可能治疗方法,并发现不同风险因素之间迄今未知的相关性,从而在我们概述的解决方案中涉及认知方面。自适应远程医疗系统的未来应以分布式数据处理与服务的成功应用为基础,以产生高附加值的结构化信息流和创新知识库。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive services with cloud architecture for telemedicine
Telemedicine embraces telecommunication and information technologies in order to serve health care at remote locations outside of the premises of medical institutions. These systems produce and process dynamically growing amount of data to keep the pace with this exponential process. Moreover, they need to support real time processing in some cases which requires a dynamically scalable and fault tolerant architecture. Based on the large amount of data we propose for these telemedicine systems an extensible architecture which uses distributed and disjoint databases as an anonymized storage in order to support data analytics. Utilizing services, these methods could help us to create a system which could derive new medical information from the collected data that could be used to find possible treatments for illnesses and discover hitherto unknown correlations between different risk factors, thus involving cognitive aspects in our outlined solution. The future of adaptive telemedicine systems should be based on the successful application of distributed data processing with services in order to produce high value-added structured information flows and innovative knowledge base.
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